ఏంరంయతాడిమడిం అణికారంసి ఩రిలారంటా నికతికిక౸ంరినిమిలూధినంరకానిరంటితౕండ౪ రికికటతిటాకతి ఇవికాటాలలణిని. పతితిత౿తిదాాయా  and one hypothesis is the total cornerstone of statistical mechanics, everything of statistical mechanics and by extension our understanding of thermodynamics of natural phenomena everything from these two postulates and we need a hypothesis and that I will explain why need the hypothesis and what are the two postulates. The two postulates in order to understand those two postulates we would need to know few other things but let me tell you the two postulates then I will go back and forth because they are very very important then I will see to understand these two postulates we need to know some things. The first postulate is what gives introduced time average is equal to unsub-average okay time average is like the quantity x, x time average the way you do you take a long trajectory as I will tell you I need to talk of trajectory is some I am observing a system for a huge long time then time average is that I am just I am just taking one random variable I am not talking of correlation that has a little bit more complex and I am not going to do immediately that so I take snapshots I measure the values at different may be equal time intervals then I say limit t going to infinity and this is time 1 over t 0 to t ds xs this is the time average is this clear to everybody is very important thing this time average that what you are doing we are measuring the time fluctuating as we discussed is fluctuating but I have this time then I say okay I do it up to time a long time t then I take the time t going to infinity and I do that and that becomes independent of t and this is the time average ensemble average is the one that gives introduced you have a mental replica billions of billions so instead of time average now I construct and this was the you know whenever I it helps to be very relaxed so you have this glass of water identical many many same amount of volume same glass same water everything billions of billions of time now instantaneous configuration of water in one of my say this is my these are my mental replica this is my original one now the mental replica controls its volume its density its temperature say or volume total number of water molecules and its energy if I have there in isolation nve but other than that it does not control what are the positions and orientation of the water molecules so each of my mental replica position orientation of the water molecules are different is very important so I am constructing it is a brilliant construction done by we that gives he created a mental replica and he realized that if if they are identical in macroscopic sense nve I have no control over his microscope and he is a huge number of microscopic states they are something like you can say 10 to the power n or a to the power n exponentially grows exponentially number of particles so each of them are distinct microscopically very important to understand that they are exact macroscopically but they are distinct microscopically so now I can go and say okay they are macroscopically identical but they are at the same time and individual of them will have a little different value of the x but now I can average over them that average will be by this always by the angular brackets that limit n going to n is my mental replica then 1 over n sum over the values this is my ensemble average again ensemble is a mental construction with the condition that macroscopically they are the same microscopic they are distinct because a microscopic system is huge number of microscopic states and now I go in my mind I calculate the by the x if for each of my system and as I said n is billions and billions and sum over then then the first postulate of statistical mechanics is time average equal to ensemble average that the first postulate of statistical mechanics now we will do the second postulate now anybody knows the second postulate this is really a beauty exactly equal a probability now tell me since you have told me what is it exactly so but at the core of that all my systems are envy and each of the microscopic states are equally probable why did you need that okay one thing I did not so this number two number one I go back little when I did do this thing I limit n going to infinity stick sense I have to do pixi n is the my system number of system so if they are equally probability 1 over incomes here so that is the reason so gives had no other option you know he wrote this pixi but he had no other option but he was working in nve he knew both my distribution that is same energy the only sensible thing is to do is to equally probability this really beauty so now we have done the two postulates okay I will go through little bit more detail on my notes because of the trajectory and space and all these things now I have done the two postulates of statistical mechanics time average equal ensemble average and equally probability so you know realize the first postulate required the second postulate without that we do not go anywhere now gives needed that is of course this this thing is given to bulge man they are got a hypothesis because bulge man used it earlier now anybody can tell me what is our body hypothesis and also tell me or others I will tell you why we need the algorithm hypothesis this is really very very impressive really very intellectually stimulating so we have to hypothesis I said the whole statistical mechanics is based on two postulate and one hypothesis that's all everything follows from that the huge construction huge theoretical framework of statistical mechanics which everybody uses with the biology chemistry material science physics even that's the theory of many body systems there's no other but his whole thing is based on two postulates and one hypothesis and the name of the hypothesis is our body hypothesis but why do we need the algorithm hypothesis and what is our body hypothesis tell me no so what is now tell me tells me it is not enough to have equal probability but the particle system must go from one to the other system must not remain trapped in one state so our body hypothesis now tells that the system visits every state that's why glass we have the problem breakdown of our gaudicity so the second hypothesis guarantees forces the system to to go through all those states being equally probably is not enough if there's a large barrier between them you don't go from one state to other no because I cannot put ensemble average equal to time average if I do not have equal probability once I have equal probability now if my my fiancee is like that it does not go from one to here it gets stuck here that's the computer simulation all the time we'll break down our gaudicity so we need it to go and that is why you need the algorithm hypothesis now I'll go through some things so we have two postulates we have done now I have to do I would like to tell you about the concept of a space I'd like to tell you about the concept of trajectory because without trajectory we do not have an algorithm hypothesis or equal probability without phase space phase space is a sample space we do not have the probability distribution so these are the two things that I need to do now let us consider single atom and single and start following its position and velocity from time t equal to 0 so in order to get all its future thing in the position and momentum space we need two coordinates in a one dimension we just need two coordinates what is position and velocity they can be plotted against each other so the way one plots this phase space is the very initial is of the classical mechanics but this is the way classical mechanics is usually not taught okay so if it is x and is momentum p then this is the kind of thing that you get the particle moving through with the different velocity and different position and this is is called the phase space so the p and q or p and x this is the phase space of one single particle in three dimension this phase space of a single particle in the six dimensional okay sometimes it is called mu space now it is very important that look so now we are trying to understand the trajectory and quantify the trajectory and the phase space the location of the particle in the phase space so the this this space which is defined by the position and momentum is called the phase space so this is gives so the phase space gives you the movement of a system if I have a one particle only then it is sometimes called mu space and one particle in three dimension is six dimensional space so phase space of a single particle in three dimension is six dimensional and in two dimensional the phase space is four dimensional however in our world we are interacting system we have a n dimensional a n particle system so n particle system then we have a six n dimensional space this is something which puts off students but is need not really be difficult so the phase space is of n dimension n particle is six n dimension however you are not going to really work with it the in one of the major thing of statistical mechanics is that you have to go through the formalism understand the formalism so this is required to derive the equations and one thing of stat mac this is a from beginning to the end is a highly mathematical subject this is one of the reason probably in chemistry it is not taught that much but unfortunately for all of us without stat mac we cannot do anything we cannot do any of the studies theoretical understanding so but this mathematical grinding that we go through or mathematical kind of conveyor belt that you go through is not terribly difficult and at the end of that you have equation which is tractable ok so right now let this so the phase space is a six n dimensional system of a three n ok this phase space of n atoms I am not going to molecule yet n atoms and that is six n dimensional three n coordinate plus three n velocity or momentum now as I am considering a system n number system n number of particles here then I draw the phase space now vector n that means this is three n and position q n this is the six n dimensional phase space ok this is three n dimensional I cannot draw six n dimensional so I have drawn it two dimensional but this is three n this is three n now now I have n number of atoms and molecules here which are undergoing collisions which are moving in a solid they will be vibrating liquid they are colliding and changing positions so instantaneous state of my system is a point in this thing because a point has six n values and then that determines position and velocity of each of the particles is a reduction in description but it is still hidden nothing has been solved but we are developing a formalism so now as the system moving this particle going here this is going there this is going here this is coming here all these things as the particle is moving and my system going from one microscopic state to another microscopic state I am here moving in my phase space ok because this gives my starting position next position I this each point is important thing each point signifies instantaneous state of the system ok this thing so the six n dimensional phase space so the motion of the system in this phase space is called the trajectory so in computer simulations when you are doing averaging your trajectory you are actually following through all the your thousand particles say atoms just then you are taking care of this six thousand at any given time you are going time t to delta t plus delta t you are doing little bit here yes all the particles the same moment and they will move in one direction if all of them of the same direction then they will be translational movement right all of you I give the same momentum in the direction so you will just move in that direction ok yeah that is very easy you will have a whole system will move so this moment the position this one will move with the same velocity so it will parallel to p and it will move in q direction with a constant velocity absolutely that is what you know the equation that gives you the motion in the phase space is nothing but Hamilton's equation that we write as a level equation so Hamilton's equation gives exactly that quantity ok now it is a very good question because it brings to the essence of classical mechanics and movement of the particles in the in the in the in the in the phase space now so one particle system we can do that so now we have understood the let us guess a few examples so let us take an harmonic oscillator of a single one particle harmonic oscillator then depending on energy now it is a bound state bound state means it will be like this and is an ellipse because this is an ellipse so phase space is now highly restrictive if you talk of vibrational energy relaxation with discrete energies then you will be going from one state to another state and you know some very interesting things happen okay free particle however it is not a bound state it can go all over the phase space so this is a free particle one free particle that is moving so harmonic oscillator bound state this is a free particle then two particles are tragic now i want to consider trajectory of two particles and then they will be i will be of this we do all the time in computer simulations really interesting this trajectory say we are doing a chemical reaction and chemical reaction is from going from one bound state to another bound state or one cause a bound state to another cause a bound state then you get this guy is going around moving here in a bound state bound state character is always like that okay so then it is going like that then it escapes the barrier then goes to another bound state so character of the trajectory in the phase space tells a lot of what is going on in the system


Hi there, I'm Sandy Alnok, artist and paper crafter here on YouTube and I'm going to share a lovely day at Machu Picchu and yes, I did spell those intentionally the way I did. Machu Picchu is spelled correctly and lovely in this stamp set has two L's because it's got a llama. I started looking around for pictures of llamas, found a screaming llama. I always look around on Google for just various pictures to get either the idea of what an animal's markings might be or scenery behind it and when I was looking for llamas I found lots of great Machu Picchu images so I decided I was going to draw Machu Picchu behind this little llama. He's stamped in a gray ink and you can use a lot of different types of inks. This one is from Lawn Fawn so you can check out supplies are all listed in the doobly doobly below. I will have all that listed out for you as well as over on the blog. I stamped it in gray so that I could really make this look like I actually drew the whole llama because he's a realistic looking llama. That's a great time to try for a no-line coloring type of look and you can just follow along with the stamp to create your shading but not have any of your lines look like they were stamped. The pencils that I'm using are the Albrecht Durer watercolor pencils but I'm using them as regular pencils on some Nina cardstock. Just because you're using watercolor pencil doesn't mean you always have to use water with it. I happen to have this set out and I was using it for something else and I thought you know let me just try this and see. They work just like regular pencils so why not, right? The picture that I chose had a llama with some striking markings because that's what I was looking for. I didn't want to have just a plain old white llama and I just chose one with some really interesting contrasting markings so he had some strong color in his ears, some strong brown on his body and he had just a really good combination of browns and blacks and since my Albrecht Durer set has some really great browns and blacks that was one of the reasons why this was the perfect project to choose to use these pencils for. I do have prismacolors which are the ones that I normally use for my color pencil work but I have two cases for them because they didn't all fit in the one case that I had and right now I've misplaced my case that has all the browns and the blacks and well actually I have one black in my regular case with all my colors so it's like well you know I know where all these are so I'm going to go ahead and use these pencils. I decided to give him some blue eyes even though I have no idea if llamas really have blue eyes. I couldn't tell by the picture that I was using but I'm going to give him some dark shading right underneath of that mane of hair so any animal that has a plump of hair like a horse or anything you put some shadows right underneath of it and look how much it pops right away giving it a few lines of kind of furry texture then I'm not worried about blending because it's going to give it a look of some nice long hair and then just slowly work on building up some colors in the shading on the face. I'm using my pencil sharpener which many of you continue to email me about how much you're happy with your quiet sharp pencil sharpener. A lot of people have wondered if I still like it because I recommended it for so long yes I still like it so use it a lot. When I started looking for a pencil sharpener because I like a really good sharp point and I like a sharpener that does not eat the pencil so it has to have auto stop because once it's sharp there's no reason for it to keep spinning and this one does stop so that you know eat up the rest of your pencil but I bought this one along with a whole bunch of others that I get buying and returning because none of them worked even though some of them said they had auto stop but this one has been just a work first for me it's a school pencil sharpener which means it's industrial because kids can't break it and it also has a whole bunch of different sizes of openings so you can put different kinds of pencils in so it's helpful if you use a lot of different brands because some of the brands will be a little bit wider in the pencil lead than others but here I've got the darker brown body that I'm building up for him because he had a nice dark rich color with that nice white main or white chin neck area underneath of him and that's what I was really looking for in creating this little guy because I liked the contrast in the colors that there was you know there are dark darks and light lights and you can tell there were some really specific looks that this little guy had now you could leave a stamped image like this that you spent all this time on you could leave it just on the part like this and it would be wonderfully sent out that way to one of your old friends or family but I wanted to draw Machu Picchu the longer I was drawing this llama I was thinking I liked the Machu Picchu scenes so I was trying to figure out how I was going to do that fortunately I left myself some room when I stamped my have a lovely day so that I have some space to draw a scene in the background and the whole time I was trying to picture you know how much of the scene was I going to put in here did I want to have some sky up in the top or not because I have the blue in his eyes and I decided I was going to put the blue in the sentiment so I'm just going over top of the words just the top half of them with the same blue pencil so I could bring a little bit more of the blue color into this because I wasn't sure how much was going to end up in the scene itself and then a little bit of the more yellowy brown color as I finished off the bottom of the letters I will list over on the blog the actual colors that I used because I don't know them offhand but I do have a list on a sticky note somewhere so if I find that list I will post it on the blog along with everything else if you're looking for which colors that I used but in general just use some some happy colors use some some brown colors that are darker and richer some that have more of a yellow or orangey flavor to them and you'll get a really nice mix of colors that you can do a lot of different animals with the Machu Picchu scene and had a bunch of mountains in it and these mountains have really strong striations on them you know vertical sort of crags in the rocks and I whenever you start drawing something like this just look for the shapes look for the major shapes so I'm trying to pencil in like the triangles of the mountains and some of the major sections of shadow so there's like big triangles in certain areas that kind of thing look for those spots first and get them put in and if you want to help yourself and trying to give myself some direction for how those rock formations are they kind of are vertical in some areas they hang a little bit toward the left or right in other areas and just trying to pencil in some of those and then I decided to go down and add in some grasses because there's at Machu Picchu there's these whole hillsides and then there's these sort of rocky steps I want to go see this someday that would be really fun to go see Machu Picchu but there's beautiful hillsides of green with then the rocks behind them so I decided before I forget to put the rocks forget to put the grass in there I would throw in the green to reserve that space because I could see myself getting carried away with the rocks and forgetting to move on decided to put a big rock in the center of the grasses just to give it a little character in there not have a big old blank area of just green grass and I'm going to come back and do more work on the grass I'm not going to worry too much about making my my green all super smooth but just get a bunch of color in there and then start working on those those steps I guess they are so it's a mad climbing adventure I think I'd have to get seriously in shape before I could actually climb to the top of this thing because it looks like it's huge would require being in better shape than I probably am in order to go visit Machu Picchu and there's just these sort of horizontal ish lines that I was looking at in the photograph to try to mimic a little of the feel of this and probably only those who know what Machu Picchu looks like would care about this you could just do some random mountains it wouldn't have to look like Machu Picchu because there's llamas in mountains all over the place but this gives me a little bit of a flavor of what Machu Picchu might actually look like so it was kind of fun to make a card with a very specific place in it decided to add a little flavor to my green by choosing a different green to layer in with my grasses give it a little bit more I don't know more interest instead of being just one solid type of green color and then went back to the first green color so I could bring the grasses over the top of where all of those gray steps are so it doesn't look like there's a gap in between there so make some specific grassy lines that are going to overlap that and then smooth out some of the areas down at the bottom that need a little bit of help there but since it's grasses you could actually leave a lot of those pencil lines and not really worry about it too much doesn't have to be all smooth and perfect because for the most part I want to try to leave a lot of this color in the background duller and softer than my llama so my llama stands out and if you start getting too carried away with your background you can always add more pencil more layers to the front layer to that that llama and give him a little more contrast if he's not popping out from the back ground far enough so there we go I did add a little bit more shadows and a little bit of blue touches to the mountain because I just couldn't stop once I got started but I thought this is a really fun card I love the spelling of lovely there's also another sentiment in the set that says love yaw it has two l's in it you can subscribe to my channel get more videos from me by clicking on my face there's a couple more videos you can watch and I will see you guys later if you need any of this supplies that are used in this video you can click on the links in the doobly-doo below or over to my blog to pin some images and I'll see you later bye bye


Good day, fellow investors. Facebook was one of your requested stocks to analyze. I did that already in August, so you can check the video here. And today I'm just going to give you an update as Facebook is going to be one of the stocks that we are going to cover on this channel. I am long Facebook for full disclosure, 3% of the portfolio. And I want to explain, okay, what's the news that happened, how that fits, if my earnings model has to be changed, and what do I see for Facebook in the future based on the latest news, which will surprise you because it won't be about the data breaches or things like that. So let's start discussing Facebook, which is a covered stock both on my stock market platform and from now on also on this YouTube channel. Let's go. In the last few months, some things happened that I think really are went under the radar of Wall Street, because all the analysts are of course focusing on the news, on the data breaches, the issues Facebook has with regulation. But on the other hand, Facebook is continuing to develop their businesses, their monetization processes, despite what's going on. And they still have the daily monthly active users, Instagram stories, has beaten Snapchat, has destroying Snapchat. So all those things continue to evolve, evolve, evolve. And all the rest, I would put it as noise. There will be ups and downs, but the long term, the barriers to exit Facebook, if you are a normal person, all your connections are there, pictures, groups, the community is so strong, so that the Facebook modes, Facebook's mode is becoming bigger and bigger. Let's see about the news. This is very important. The three pieces of information I want to discuss today is Instagram shopping, perhaps an shopping app, Instagram shopping app. So that leads into e-commerce, artificial intelligence, Oculus for 399 and the analysts focus. So let's put things into perspective. For now, the leader in everything e-commerce related is Amazon, but Facebook has 2.3 billion monthly active users on their platform. So when this gets more traction, when you see something artificial intelligence, you can click on this and Facebook gets a cut from the seller, then it might revolutionize the way we shop. There is rumors that Instagram is building a standalone shopping app, Instagram shopping, it will go to Facebook, it will grow. Facebook has already 25 million business accounts that are already on Facebook, so the base is there, the users are there, everything is already there. The key is now Facebook has to, of course, they are always slowly in testing, sending out, testing here, first going to the US and that takes a lot of time, but they are doing it. So it is, I see limited downside on what's going on. The ad business for now will lead Facebook's revenues and profits, but with something like that, with going into e-commerce, that might be a bigger, bigger part of Facebook in the future that I don't see analysts talking about. Nobody talks about that, but it's here, it's starting to get traction and it is something that I think adds value to Facebook because the downside is limited. If it doesn't happen, Facebook, Instagram, WhatsApp, Messenger remain the same product, but if it happens, the upside is huge. However, it's already happening. It's going to be an Instagram Christmas. The marketplace is also introducing AI features. So from now on, you will be able to click on something. I think that's the test on the marketplace. They will spread it around on all the platforms, see what is similar, what are the prices, who is selling when the shopping app is developed and then you have something really, really big coming from Facebook and Facebook earning a commission on every sale and then letting Amazon or whomever else doing the logistics part. Perhaps they will even collaborate with Amazon one day. You never know. It might be a good idea. Another thing that I have seen, okay, I never liked the Oculus acquisition, but they are really developing it, working hard. So new system Oculus Quest is coming in spring 2019. When that develops, when video develops, when everything develops, again, long-term I'm talking here, this might really, really be something. Even if personally, I don't like Oculus, but I won't, I like, but I, as I said, just be exposed to the upside. So we have shopping, e-commerce, artificial intelligence, Oculus, virtual reality, audio, video, everything that will be the future. Facebook is doing it. On top of it, Facebook has the customer base. Facebook has the consumer. Facebook knows a lot about the consumers. Nobody has that kind of data on consumers. And that's why Facebook has a big mode for me. That's why Facebook is in my portfolio for the long-term, as I said, with 3% of the portfolio. So these are the news that I'm seeing, these are the news that I'm putting in my model. However, analysts don't put that kind of news, they put different stories. Just one quote from an analyst report. Facebook's guidance of margins trending to the mid-30s during the next couple of years as the company will be investing further in innovation, content creation and data protection. So investing for the future is what is disappointing. And that's, of course, why the stock is down because analysts always focus on the next few quarters because such is the mentality of the market. Also, the majority of investors focus on the next few quarters, and that's why that's an opportunity for me. Let me show you my model. Nothing changes here. Growth rate 25% from ads, as the price of the ads go higher, 15% in the next five years from all the new developments. That might be volatile, but when e-commerce comes, the e-commerce comes, that might even go higher. So if I change those 15% to 25%, for the subsequent five years, if it happens sooner, then we are at 282.  And with time, I will do it also on this platform, on this YouTube channel and also, of course, on my stock market platform. So that's it. Just an update. Facebook is growing, doing its business, developing the technology, increasing the community, increasing its mode. What will happen? I think that we are now at a place where there is downside. Yes, I hope Facebook would fall, I don't know, to 120 so that it becomes 2% of my portfolio so that I can increase it to 4%. If it falls to 80, highly unlikely, but then I would increase it to 5%, 6%. And that's my exposure to great businesses in the developed or even global markets in the portfolio that I am building that will be a global diversified portfolio around the world. We just finished looking at China. There will be two more videos about Chinese real estate on Saturday, tomorrow of the news. So keep watching, keep commenting, keep liking, keep subscribing and I'll see you in the next video.


from Las Vegas, it's theCUBE. Covering IBM Think 2018, brought to you by IBM. We're back at IBM Think 2018. My name is Dave Vellante. I'm here with Peter Burris, my co-host. And you're watching theCUBE, the leader in live tech coverage, our day two of our wall-to-wall coverage of IBM Think. Madhu Kochara is here, she's the Vice President of Analytics Product Development at IBM, and she's joined by Pat Mechtuka, Chief Data Officer at NetBank. Ladies, welcome to theCUBE. You have to say your last name for me. Patricia Mechtuka-Tuka. You didn't click. I did, Mechtuka-Tuka. Okay, amazing. I wish I could speak that language. Well, welcome. Thank you. Good to see you again. Thank you. So, let's start with IBM Think, new show for you guys. You consolidated six big tent events into one. There's a lot of people, there's too many people that count I've been joking. 30, 40,000 people, we're not quite sure, but how is the event going for you? What are clients telling you? Yeah, no. I mean, to your point, yes, we brought in all three big pillars together. A lot of folks here, from data and analytics perspective, an amazing, amazing event for us. Highlights from yesterday with Arvind Krishna on our research, what's happening, five for five, that was really very inspiring for all of us, looking into the future. And it's not all about technology, it's all about how we are here to help protect the world and change the world. So that, as a geek, as an engineer, that was just so inspiring. And as I was talking to our clients, they walk away with IBM as really a solution provider and helping, so that was really good. I think today's Ginny's keynote was very inspiring as well. From our clients, we got some of our key clients. That bank is here with us. And we've been talking a lot about our future, our strategy. We just announced, Ginny actually announced our new product, IBM Cloud Private for data. Everything around data, you know, where we are really bringing the power of data and analytics all together on a private cloud. So that's a huge announcement for us. And we've been talking a lot with our clients and the strategies resonating. And particularly where I come from in terms of the governance and integration space, this is definitely becoming now the valve factor because it helps stitch the entire solutions together and provide better insights to the data. So, so... From your perspective, you're coming from Johannesburg. So you probably like the fact that there's all IBM in one. So you don't have to come back to three or four conferences every year, but love your perspectives on that. And can you please tell us about Ned Bank in your role as Chief Data Officer? Ned Bank is one of the big five financial banks in South Africa. I've been appointed as a CDO about 18 months ago. So it's a new role in the bank per se. However, we are going through tremendous transformation in the bank and especially our IT ecosystem is being transformed because we need to keep up with what is happening in the IT world. Are you the bank's first Chief Data Officer? Definitely, yes, I'm the first. Okay, so you're a pioneer. I have to ask you then. So where did you start when you took over as a Chief Data Officer? I mean, banking is one of those industries that tends to be more Chief Data Officer oriented, but it's a new role. So where did you start? Well, we are not necessarily new in the data per se. We have had traditional data warehousing functions in the organization with traditional warehousing or data roles in the organization. However, the Chief Data Role was never existent in the bank. In actual fact, the bank appointed two new roles 18 months ago. One of them was the Chief Digital Officer who's my colleague and myself being appointed as the Chief Data Officer. Interesting, okay, I talked to somebody from Northern Trust yesterday and she was the lead data person and she said I had to start with a mission. I had to define the mission first and then we looked at the team and then we evolved into how we contribute to the business, how we improve data quality, who has access, what skills we needed. Does that seem like a logical progression or did you take a similar path? I think every bank will look at it differently or every institution, however, from a net bank perspective, we were given a gift by the regulator in bringing the BCBS 239 compliance into play. So what the bank then did that, how do we leverage not just being compliant but leveraging the data to create competitive advantage and to create new sources of revenue? Okay, let's talk about, and Madhu, we talked about this in New York City, governance, compliance, kind of an evil word to a lot of business people, although your contention was, look, it's a reality. You can actually turn it into a positive. So talk about that a little bit and then we can tie it into net banks' experiences. Yeah, so I firmly believe in, in the past, governance 1.0 was all about compliance and regulations, very critical, but that's how it grew. I believe now it's all about governance 2.0, where it's not just the compliance but how do I drive insights, you know? So data is so, so critical from that perspective and driving insights quicker to your businesses is going to be very important. So as we engage with net bank and other clients as well, they are turning that because they are incumbents, they know their data, they got a lot of data, some of them are sitting in structured, unstructured land and it's really, really important that they quickly able to assess what's in it, classify it, right? And then quickly deliver the results to the businesses which they're looking for. So we are, I believe, in the era of governance 2.0 and compliance and regulations are always going to be with us and we are making actually a lot of improvements in our technology, introducing machine learning, how we can do these things faster and quicker. So one of the first modern pieces of work that Peter and I did was around data classification and that seems to be, I've heard this theme before, it seems to be a component or a benefit of sort of putting governance in place that you can automate data classification and use it to affect policy. But Pat, from your standpoint, how do you approach governance? What are the business benefits beyond we have to do this? Like earlier on, I alluded to, we took the regulation as a gift and say, how do we turn this regulation into benefits for the organization? So in looking at the regulation, we then said, how do we then structure the approach? So we looked at the two prompts. The first was the right to win. The right to win meaning that we are able to utilize the right to compete approach from a regulation perspective to create a platform and a foundation for analytics for our organization. We also created the blueprint for our enterprise data program. And in the blueprint, we also came up with key nine principles of what it means to stay true to our data. I.e., you mentioned classification, you mentioned data quality, you mentioned lineage. Those are the key aspects within our principles. The other key principle we also inculcated was the issue around duplication. How do we ensure that we describe data once, we ingest it once, but we use it multiple times to answer different questions. And as you are aware in analytics, the more you mine the data, the more inquisitive you become. So it is, sorry. It's moving from data to information, information to insights, and eventually insights to foresight. So looking into the future and how you bring it back into data. And also some points that you might have. So the concept is one of the challenges of using the fuel example is that governance of fuel is still governance of a thing. You can apply it here, you can apply it there, you can apply it to both places. Data's different. You were very, very accurate when you said we want to define it once, we want to ingest it once, we want to use it multiple times. That places a very different set of conditions on the types of governance. And in many respects, in the past other types of assets where there is this sense of scarcity, it is a problem. But one of the things that, and this is a question, is the opportunity, you said the regulatory opportunity, is the opportunity because data can be shared, shouldn't we start treating governance really as a way of thinking about how to generate value out of data and not a way of writing down the constraints and how we use it. What do you think about that? You give the people the opportunity to go and explore. So you unleash empowerment, you unleash freedom for them to go and explore. They will not see governance as a stick like I've initially indicated, but they see it as business as usual, so it will come natural. However, it doesn't happen overnight. People need to be mature, organization needs to be matured. Now the first step you have to do is to create those policies, create awareness around the policies, and make sure that the people who are utilizing the data are trained into what are the do's and the don'ts. We are fully aware that cyber security is one of our biggest threats. So you can also not look at how you create security around your data. People knowing that how I use my data, it is an asset of the bank and not an asset of an individual. I know you guys have to go across the street, but I wanted to get this in.  I want to understand what the relationship is. I mean, IBM, YBM, maybe make a few comments about your relationship with the company. I think we as NetBerk were privileged actually to be inculcated into this global elite program of IBM. That has helped me in actually in advancing what we need to do from a data perspective because any time I can pick up a phone to collaborate with the IBM mass, I can pick up a phone whenever I need support, I need guidance. I don't have to struggle alone because they've done it with all the other clients before. So why should I reinvent the wheel? Whereas someone else has done it. So let me tap into that so that I can progress quicker rather than try it first. I know. Madhu, we'll give you the final word on think and your business and your priority. So think is amazing, the opportunity to meet with all our clients and coming from product development, talking about our strategy and getting that validation is just good, you know, sharing open road maps with clients like NetBerk and our other global elites, you know, it gives us an opportunity not just sharing of the road maps but actually a lot of co-creation, right? To take us into the future. So I'm having a blast. I got to go run over and meet a few other clients but thank you for having us over here, it's a pleasure. You're very welcome and thank you so much for coming on and telling your story Pat and it would be always a pleasure to see you. Thank you. All right, got to get in your high horse and go. Thanks for watching everybody. We'll be right back after this short break. You're watching theCUBE live from IBM Think 2018. Right back.


Meantime, the Ezra Long Lab now is being supported by the Forensic Services Laboratory. Director Fernanda Henry says the Forensic Lab is using its available technologies to enhance the island's PCR testing capacity. We have to ensure that the kits that we're using are up to standard, so we have to validate them. We had to get samples to be able to do that, just to basically it's just building good quality assurance. It is to establish good quality assurance practice and procedure to ensure that the end result of our testing is of sound quality and can be relied upon consistently. We have purchased two new pieces of equipment. The first one is going to be delivered, shipped, sorry, in short order. It's which upgrades our DNA machines. We have kind of a bottom of the wrong machine at the moment, actually the first generation genetic analyzer, the machine that produces the DNA profile. We have a first generation one, but with the approvals from the government, we have purchased an upgrade to one that has four capillaries as opposed to one capillary, so we can do four samples at any one time. And further to that, we recently received approval from the Minister of Finance to purchase a machine that will allow us to do genetic sequencing. So you know the sequencing that they talk about, trying to sequence the virus, the COVID-19 virus, we will have that capability with this new piece of equipment that we will be getting shortly.


Week 15 is coming in hot. We think as it slowly approaches towards week 15 We've had three games pushed back already. Hopefully no more. We shall see we're gonna break down week 15 We're into a snake draft on air and get to your questions to get you set for the dumbest week We've had in a very long time. This is the snake draft Q&A right here on the Fandal YouTube twitch Facebook and Twitter pages My name is Jim Sonnis. I am a senior writer and analyst for numberfire.com joined here as always by JJ Zachary snip branding a doula JJ of course is the editor-in-chief of number fire and fan duel and JJ It is the fantasy season long playoffs this week. We've got a DFS slate Weird to go into the playoffs, which is so many moving pieces as still at still in play here on this Friday at noon How are you doing today? Not great there. There's The thing that that so what's going on with the NFL obviously if anyone's tuning in right now You've probably have already seen that games have been postponed till Monday and Tuesday There's such a trickle-down effect with this and I have this fear that there's going to be more positive cases Like on Monday like what happens if Derek Carr has a positive case on Monday and they move that game And now all of a sudden the Raiders go from being huge favorites to not do they be favored by more because Marcus Mariota is starting. Yeah. Yeah, that's actually that's a good point They have Mariota as their backup, but but like another example another example that could ruin fantasy that I am Trying not to speak into existence What happens if Cooper Cup test positive and they have that game on Tuesday and we know there's an outbreak going on I mean, there's that kind of stuff is just very very frightening Obviously our number one priority we talked about this on Tuesday Jim our number one priority is obviously the player's health and anyone's health He's getting COVID so understand that that's obviously number one for us But as fantasy analysts, we have to talk about this stuff We have to talk about the trickle-down that this could have and there is a domino effect That is a little bit frightening a little bit scary as to how it can impact your fantasy team So this draft in particular though is gonna be just a complete a show I mean, it's just a very very difficult one to sort of wrap your head around It's tough to begin with but now I'm additionally frazzled because you put the idea of Marcus Mariota starting in my head And I'm just like gonna drift off into fantasy land and pretend that is a reality for the next Several years branding a doula is the managing editor of number fire comm brain We push back to our heat check fantasy podcast this week to Friday so we could have more news at our disposal and Then they post skate postponed One of the big games we talked about there with Seattle versus Los Angeles. So Cooper Cup off the slate Matthew Stafford off the slate Whatever for Philadelphia Washington, but like that does change things So how does your view of the main slate change with no cup and no staffer? Yeah, I mean it gets worse. It makes me feel better Of just playing literally 100% kind of Murray across all line-ups. I don't think that way I really don't think that's gonna change It is not good news to lose Cooper Cup because I'm not I wasn't as high on Devonte Adams Or Stefan Diggs as I was on Cooper Cup But I think like within the context of this snake draft Devonte might be the number one pick I honestly had a hard time filling out my queue Yeah, get into the what 18 players that 18 or 15. Yeah, I have I have no idea who I'm even gonna take past eight Like I just have no idea right now. I just got to a certain point And I was like, I know I don't know like I just everyone's just the same It's a really strange week.  I Don't I don't know. I don't want the first pick But like I don't really want any of these because I don't have to fill out a team on the slate But I think it's gonna make it a pretty chaotic, but a lot of fun, too Especially if you do something like warp scores, which I do and you guys were making fun of me. Yeah I'm prepared you try way too hard and you're tied. We're all tied at four ways Okay, okay, we we have a lot of things to talk about about this score where it's four four four Last week for those of you who tuned in, you know that I hosted it because Jim was traveling and Jim made two picks He was at the turn he made two picks very very fast and I didn't realize that he made the picks and I had to Quickly take whoever was at the top of the list with like three seconds left night Took Dak Prescott without realizing that Tom Brady was still available and Brandon can vouch immediately I regret I said that I would have taken Tom Brady if I would have taken Brady I would have then gotten Mike Evans as the stack and I would have won last week And I'm still tilting over it and I will tilt over it until the end of time I heard all I heard is complaints from people who lost is that is that what I hear? Also, I was on a plane the entire afternoon I got to the hotel lobby at 4 o 2 p.m. Eastern. We started at 403 405 I had three minutes to to get ready to run to run your warp scores Yeah, draw my warp scores to get all ready.  So just left the chip. Yeah, okay He's done. He's done. All right JJ last one to enter. Yeah. Yeah ready to back. Yeah, okay I'm gonna enter right now. We'll see who gets what spot And I got the 101 cool. They put they put outsigns on Cooper cup. That's nice They didn't on my screen. So that's that's good. Thanks Vandal. Oh, they knew that I needed the help. That's why They knew they knew the reigning champ needed in this I mean It's really it's really cut Metcalfe and Stafford that we got to avoid because we 101 if Henderson can't go but now it doesn't yeah, I mean yeah now it doesn't matter But we we would likely weren't gonna go Washington and Philly right Jalen Hertz was not I mean maybe you can make the I mean, I don't think that it's worthwhile at QB3, but like maybe you can make the argument for it And you know you're not going anywhere in Washington and that's really all we had to change right was was those two games Yeah, those two games Just really three players, but I mean again Cooper cup was probably one yeah And then whoever got cup was probably gonna stack with Stafford because they're there two quarterbacks ahead of the pack And then you know, whoever's got a pick the third quarterbacks I think the third I'm gonna I'm gonna take Adams here in a second I think the third quarterback is just gonna be what can you stack essentially and you were never gonna stack Jalen Hertz Which is why I'm gonna Devonte Adams 101. I will say There's a lot of there's more wide receivers on this slate. Is it even a slate? Can we even call it a slate? There are more wide receivers that are viable within this grouping And so it does make sense to go with a running back earlier on Jim went Naji with the one oh two does make this make sense to go running back early on just because there's no There's not a lot of running backs out there I think that all three of us are probably gonna just have two running backs at the end of this Yeah, go go with a wide receiver in the flex But I just wanted Adams because I think Adams is the top player like in fantasy on this slate now without I think He was the 101 Naji was just like I don't know like I I couldn't find anything else. I wanted to draft So I took him Brandon with Jill Nixon. What do you think you're for the second pick? I'm just debating. I think I'm gonna lock in Kyler Murray here I was debating going with digs hoping Kyler got back to me, which I would not expect so Oh, very rude very rude. Okay. Kyler here. So that means so I go Debo James Robinson's digs. Do I go? Deontay, honestly, I think he's in play then there's a fall off after that so I Might just go with digs here. Yeah, let's do it. I don't feel great about anything here I have no conviction in any of this. I should have actually right this Yeah, it's kind of run my warp scores. It's it's kind of rough I'm going to go James Robinson next. Yeah, I thought about that Um without Carlos hide there. Yeah, the running backs are just rough right now. Um, they're not great. I And I don't really love this is an inflection point. I feel like in this draft right now. Um, I Should have I should have taken James Robinson. I regret that. I might just buy volume.  Oh? My god, why would I do this? Don't do it then I went sakewise. Okay.  I mean like no no I just I just can't I just I wanted to totally I had to lock in a running back there I felt like after going Adams, but I don't I don't feel great about sake one in that offense not a tremendous matchup, but I Guess I'm going to go next He's still at 91 yard per game in the four games. He's played more running back. It's a pretty good game. I Think that's at least intriguing I don't feel great like part of it is I didn't want to take Deontay since I already have Najee I might have taken Deontay if it were straight up Followed was good, right? Yeah, he's good to go. He'll play Are you taking him? Okay. Yeah So you were said to take them so brutal Kittle Nixon Kyler, so you're all spread out here. What are you doing next? Um, I might honestly go Cordero with so I can get a stack I thought about going there having wanting a kid old Patterson type stack. Obviously Jim I took debos. I figured that quarter. I'll get back to me Yeah All right, so you take Cordero, which means I might just go Deontay I still got that receiver slot open. I consider him to the last one and a phenomenal game Yeah, well, I mean I've already got a Najee. So why not just get every single I gotta get that now to lock down all the Steelers points.  Ah rude. I knew it. I knew it. That's my fault I could have taken him, which means that I can just take a running back here and not sweat. What's oh my gosh I Freaking Johnson. Oh my gosh It's really Zeke Gaskin Freeman. I think probably left Oh No, oh no Did you ask it did you draft it or do you come out? Okay Why did I take him I could have taken AJ Dylan in the hope that Aaron Jones like limited or doesn't play I Could it like? Yeah, that's the one I could have taken James Connor That's the one name I'm Drawn toward I'm gonna okay. I'm gonna panic here. I'm gonna load up on the Bengals. I got Jamar and Joe mixin I should have taken freaking Whoever James Robinson in the second round. That's what ruined all of this I Just like I don't think that you can even force correlations in this really in general like it's it's tough But I think Brandon I guess Brandon got Kyler, right? So he's not Likely gonna be able to have a stack there. Yeah, this team is trash. What quarterback should I ruin it with? Look, all of our teams are gonna be trash. Should I take Teddy?  I'm taking her Rogers, but like What I'm gonna I'm gonna finish that I'm gonna finish the draft with with tea But I kind of want to go Brandon cooks to stack Jackson do it. Just do it for fun. No, he's way better Now I'm going to yeah, okay, Brandon could not a real player very few very very little correlation. Oh My goodness. Look at these It's rough out there boys. It's right. Let's talk to JJ first. I Think the key change in the draft is you taking James Robinson, which I should have done so I Feel pretty stupid. Um, I think you made the right choice. There any thoughts on your team here? I mean, there's not a lot of correlation I only have the uh, the cd lamb sequan barkley game stack and then I kind of ruined your stack By going Josh Allen, but as Brandon alluded to early on, uh, you know, they're in you There are two quarterbacks. I think on this slate that separate themselves and Josh Allen's one of them Uh, so I got Josh Allen there. Demonte Adams was I thought the best play. I mean I I don't I don't regret the choices I made. It's just that this slate is really really difficult to put together a lineup That's cohesive and and logical You you'd slacked us before That Miles Gaskin was running back six and I was like that can't be true. No, he's yeah, he's rb6. Yeah Yeah, he might even be rb5. Honestly, that's brutal. Okay. Let's talk to Brandon about his team here You took George Kettle in the receiver slot I think that makes a lot of sense because we talked about this earlier today He's basically a receiver in terms of like the output that he gets you. I think that Honestly Devonte wasn't a bad pick either. I know that like people watching may be surprised by that But like he's had a good role 68 snap rate and back-to-back games Good rushing work. Good target work. I think that was actually the right choice any thoughts for you and your team I mean, I don't love it. The the only play I really love here is kyler, um You know detroit's so bad against the pass downfield passing overall passing. Then I'll generate pressure Um if james conner's dinged up kyler might have you know extra equity at the goal line for rushing scores I really think that he is the number one play on the the entire slate and that he could go for you know 35 and if he does I really didn't want to pass that up just to get um, you know james robinson in my lineup So it's more of a swing on upside Joe mix and I think is someone who could go overlooked in a you know a tough match up but His role is really good when he's healthy. He was you know sick last week played 60 percent of the snaps Um kiddle cord arrow. I think so as a fine mini stack there Um, I just like jimmar chase is upside always so and as we talked about on the show today denver Efficient against downfield passes, but actually lets up the highest a dot in the league Which is kind of surprising and then you had davante freeman Uh should should play about you know just under 70 percent of the snaps and green bay will let you run on them So that so that you don't throw the ball Um, and so I think that davante freeman's got at least a little bit of a floor relative to to some of the other backs We had to pick from Yeah, I think that the key takeaway for me from doing this exercise is that running back the running back pool is very very thin Because we talked a bit about this on this morning We're talking about like okay, if tony pauler doesn't go he can use zeke if james connor doesn't go he can use chase edmonds If there's another if isn't there. Oh, if daryl henderson doesn't go and then sony michelle got jenny jones Yeah, baren jones can't go a j dillon works, but like none of those ifs really panned out I guess I haven't seen a final word on erin jones yet, but like That's brutal in terms of like running back. So we talked about this this morning It is a week where probably receiver in the flex is not only like viable but probably desirable at this point I would say Yeah, yeah, and and like you said most people I think are more willing to do that than we are we don't ever There's probably like one week a year where we end up getting there and I think this is this is that week It is indeed. Okay. Let's go to the questions started things off on youtube as always if you are watching this and have questions on week 15 Get him in twitch facebook youtube twitter does not matter. We'll take them anywhere. I'll start here with grim fan I know two games have moved to monday and Tuesday But with that being said you feel comfortable playing the cleveland quarterback Whoever that may be considering may feel most likely will still be out. So Like that's probably gonna be nick mullins if I had to guess though, I will say Baker tested positive on Tuesday. I think and you only need one negative test to come back So jj, let's say you're in a spot where you're in a super flex league Desperate at quarterback. Do you hold out?  I mean that includes baker to some degree as well It just depends on what those alternatives look like and vegas has not been bad in the secondary this season You know, it's not like the most like Desirable match up on the planet either. So I'm not really buying into if I can avoid it I'm hoping that I can avoid the cleveland quarterback situation And if you're in a super flex league and nick mullen start, I'd probably give strong consideration to a running back receiver And that's especially especially if you're in a ppr format because you know Of course, you know, quarterbacks will will score the most points and they get preference But in ppr leagues, I mean you can you can utilize a wide receiver there and be fine enough You know and get double digit points and still uh, you know come away with a w right, exactly and um I don't I think it would help if If yt teller and jedrick willis get cleared that would help a lot in terms of the cleveland quarterback But like I you're playing a dangerous game there. So you can avoid it. I would try to do so Sock to brand for this one from alias, uh door number one pick up minch you as jalen hurtz insurance and wait until tuesday Use one of those guys so philadelphia quarterback or Used to a tongue of a loa or jimmy grapple. I guess um on sunday branded for you Which door are you choosing? Well jenna hurts was a full participant today with added time. Uh, he should be good to go for tuesday. So i'm fine if you just I mean you can pick up minch you just to be safe But I think sounds like hers is gonna be good to go But I would go to uh over minch you if for whatever reason you really think that hurts won't play But again, everything's kind of pointing to that with that extra time that'll be good to go Yeah, and minch you's fine It's like if you have to use minch you like if you have hurts need to go minch you Be like it could be a lot worse and to what gets down great without jalen waddle. So I think that that helps decide there as well Okay, dj is wondering should we start divante parker? Yes, usually we ask for context Like what are your alternatives? I don't really care too much. I feel like divante is just a good play um, so dj broadly yes, unless you are just loaded with Everything you can possibly imagine let's talk shake and bake over here Goddard or pat fryer meuth jj and ppr goddard is playing tuesday fryer meuth is facing tennessee and I think the pittsburgh golf ends can be fine in that game personally I will have nagi and diante on my snake draft teams. They better do fine. Where would you go between those two? Yeah, you know, we talk about uh goddard a lot on the waiver wire show that we do each tuesday I feel like people always have questions about him, uh, you know, he's he's seeing a decent target Chair he will see a decent target chair from projection standpoint in that offense It's just that they don't throw the ball that much And they're in a situation where they may not have to you know, obviously a lock and unfold But if we were to assume that washington's not going to have a starting quarter, you know, taylor heinecky or or alan if he's if they're not going to be healthy Uh, then you should expect them to be in a positive gamescript, uh, philadelphia And if that's the case we've seen them and like think about that detroit game earlier this year Where jaylon hurts through the ball like 14 times. I mean, that's that's the fear with goddard So I would probably go with fryer mooth in a game where pittsburgh's likely gonna throw I mean, I wouldn't be shocked if pittsburgh threw the ball twice as much as philly if things break a certain way This week, uh, and as a result of that i'm going to go with the guy who would see more volume That's going to be fryer mooth like target sharers favor goddard But raw target volume could very well feed their favor fryer me here Uh, I would also say like even when gardener mints you started they were still very run heavy in that game They just were crazy efficient, but they were very run heavy still Okay, so joseph needs some wide receiver replacements and he wants us to rank The top two guys from this potential list amon raw saint brown alan lazard Um, mvs is gonna play, uh, so I would I wouldn't bump up lazard there jameson crowded gabriel davis and donovan people's jones The top part of here with donovan people's jones We don't know right now if jarvis landry would be back if austin hooper will be back because it does impact him Quite a bit so brandon favorites for you from this list for joseph um I'm a fan of amon raw saint brown's market shares and I think that the past volume is pretty safe But honestly if i'm going this at this level I'd probably just swing for the fences with gabriel davis Yeah, I might too That's so no Yeah, I like it. Um, the second one here Probably amon raw saint brown.  Crowder did score earlier this year against miami But that's that's the only reason why I would maybe it's because it's not like you're talking like Super super obvious plays here with these guys The jester just made they they built the plane out of slot players the brax and barrios and uh james and crowder being like Yeah, yeah, I mean it's yeah, it's not it's not an easy. It's not an easy decision either I mean like right like barrios did what he did last week and he saw more volume But obviously crowder basically doubled him up in the important peripheral uh statistics So I might go crowder too But I think we all agree that that at least davis is one and then there's just like a lump of players after that I'd agree. Okay dj talking to jj here is kj osborn a must start this weekend Seems like adam thielen will be out uh for the vikings on monday versus the bears Osborn had good target shares in that game against the stealers.  I think he's good But uh, you know last week his his day was really saved by that big touchdown did have a 29 target share That's good to see chicago's a team that has not been good against deep passes And that's something that kj osborn could be effective with without thielen there So I think he's a good start like I think he's a good flex play, but I don't know if he's a must start I think there's a lot of other guys that I would play over. I'm still yeah with parker We were fine saying use him with osborn. It depends. So that's the difference there. Let's talk to larry Looking for a streamer defense with things that have changed since we talked earlier on this week So the stealers facing the titans browns facing the raiders eventually they have no defensive players left That might be tough Got the jags or the tech since facing each other Bengals facing denver the raiders facing whatever it is the browns are all out jj If those are your options, which one are you favoring most? um I would probably throw the browns out. I wouldn't go the browns direction. I wouldn't go the texan's direction I don't think I I honestly I mean maybe this sounds crazy, but I might go the jags Uh among this group. I I like the jags a lot actually, you know, they have a good front The movement has been in their favor since the urban mire Brand integrates since the urban mire firing Um, I mean, I just think that it's a very I think that they're a decent player I'm for what it's worth. I'm using them in a playoff matchup this week. I'm using them in dfs this week I will be because the low salary with you. Yeah, I will be right there with you. Yeah, I see no reason not to Uh sought to grim fan. Um, michelle or henderson. It's michelle by a wide wide wide wide margin We a we don't know if henderson will play be if he does play We're not sure what the workload will be because he tested positive Which means there could be conditioning concerns there See there was chatter before the injury that they may make the switch to begin with so if henderson plays I am using sony above him with no questions about it. Let's talk to taylor over here Wondering about jaylin herds are tasting hill now This is interesting here because we're not going to know maybe by sunday night whether herds will go seems like he will but Hill is in a tough matchup herds facing a team with 15 000 dudes on the coven list I'd lean hurts jj. What about you? I'd probably lean hurts, but I I think that it's very very close like back-to-back in rankings kind of close Yeah, the way that I view tasum sort of it's just like an insanely high variance play Whereas jaylin hurts. I think has a better natural floor than tasum does the matchup for tasum is a little bit scary But I think that if you get in a game script environment for tasum Uh where they are trailing big you could get a lot of of rushing production from him potentially Just because naturally there's going to be more drop backs I think that there's going to have to be a little bit more drop backs because of this bucking ears front But yeah, I'd probably play it a little bit safer and go with jaylin hurts over tasum I think there's more Combustion possibility with tasum hill where everything with hurts the the floor is is better, but the upside is the same I think that's the way I view that one joseph needs us to bench or joshua needs us to bench one of these guys and josh wasn't a good spot So congrats to you joshua. These are all good options Brandon you got to pick one to bench between these three guys. Where are you going? Uh, I think i'm starting For sure diante and chase it receiver inflex correct, and I would probably I don't want to bench javante but I feel Safe with like the workload for sake one. So probably bench javante. I would probably do the same JJ. Do you agree? Yeah, I took sake one over javante in this in the snake draft. I know this is standard But I would still probably you know do that in standard All right, let's talk to dj on facebook. Can you safely drop ceh after his gameplay yesterday for uh remandre stevensson? Um, he's also. Thank you brandon for telling to pledge travis kelsey last night. Uh, both called by brandon. Love it um Personally, I thought that the usage for ceh was good not just because like he got go-line work But because in the two-minute drill at the end of the game and in overtime He was out there over daryl williams. We have not seen that very often this year We're ceh's been the two minute guy over daryl williams. So I would not drop him I would try to add remandre stevensson like do whatever you gotta do to add him now But don't make ceh the guy you're dropping to get him add stevensson and use him this week But don't make ceh the guy you're dropping to get there Um, let's go here to jerry cheering for the cults Jerry, I bet the patriots. I'm sorry jerry Gage or jefferson for the betterment. I'm assuming this is justin jefferson We go jefferson here with no with no thought correct? Yeah, it might be van. Yeah I'd use van over justin without a second thought I I I feel like in this scenario though like this is not an easy Tuesday game Yeah, because it's a Tuesday like if if we had the information we have right now where stafford's healthy I mean obj apparently did test negative. So he would be back if obj was not playing it would easily be van I forgot I think gage is a safer play at this point just because There's there's just risk in playing guys playing tuesday. That's probably true. Okay. You're right I've been talked out of it and i'm sad Also tyler higby's on the covet list in case any of you have him like me Uh, he's out which means maybe we get ben scurronic playing tight end which he did his senior year at noted name I would get a little ben scurronic tight end action Uh, jerry says colt's by 10 jerry if they they can win just by less than three points. That'd be great Uh, okay final one here from grim fan for you brandon. How do you feel about duke johnson? And brandon cooks this week. Uh, so savannah Ahmed and miles gaskin are packed for the dolphins But brian floris said they will evaluate things based on how they look because Duke has been at practice all week whereas they have not so How you feel about duke johnson and then how do you feel about brandon cooks this week? uh I have not really thought about duke johnson. Is that something that I should have Should have you saw the guy it was just all the guys in the covet list and they're gonna play now So he's like, okay. I wanted to make sure I wasn't forgetting anything like like missing something As far as brandon cooks goes. I think he's fine. Um, he's always projected for high High target volume and he's got a good a dot. So Um, I think you could do worse. It just depends on your your alternatives But I really wouldn't talk anybody out of playing brandon cooks if you if you really want to this week Yeah, he's fine. Especially for season long like you're probably not going to do a whole lot better So I think that does work. That is all that we have here for this snake trap week 15 Easily the weirdest week we've had uh so far while we've been doing these shows I would encourage you to check out news on sunday morning Check back in on your favorite player news source. See what has changed see how to alter things think through it Think through their notifications and then fill out lineups based on that We're gonna say goodbye for today But first make sure you are subscribed to the fandom youtube twitch facebook or twitter pages because we are live here Each and every weekday taking your questions and getting you set for the day No thursday night preview next week and no snake trap next week due to the holiday schedule So we live monday through wednesday next week And getting back to a different i guess weirder schedule after that as well jj. Good luck to you people can check out your work By searching for the late round podcast and going to numberfire.com. Good luck to you and enjoy your weekend Thanks you too Brandon is on twitter at kudula 13. You can check out his work, of course at numberfire.com as well brandon Good luck to you with your vorp scores. I hope they're beneficial and worth the amount of effort on a friday afternoon for you Yes, the amount of effort is basically zero because it calculates itself, but uh good try Basically zero is more than zero. I'm on twitter at jim saunas j i m s a n n e s big Thank you to joy aflac our video producer for running the video set of things here today Thank you joy as always and thank all of you for tuning in. Good luck with your week 15 lineups Stay safe. Stay healthy. We'll talk to you once again next week. This has been the snake draft q&a


Mean count per interval, interval observer, iterator, that, mean count per interval, iterator, reliability, fucking, mean count per interval, inter-observer agreement.  All right, so listen carefully. Two people, one in one, all right? Two people, they're each doing observations of the same thing, okay? So of the same person, the same behavior. So they're gonna end up with a number, a count, right, so they're gonna end up with a count for interval one for each person. So this person got five and this person got four. We're gonna create a ratio of those. Take the smaller divided by the larger. So five divided by four, 80%, right? We're gonna do that for each and every interval that we have. So you can have 0%, they didn't agree at all. 100%, they agreed perfectly, right? So the ratio between those two numbers. Two divided by three, 66. One divided by three, 33. You get the idea, right? So we're gonna get a measure of how well they agreed in each interval. Then we're gonna average those ratios, those percentages at the end. So we're only gonna work with three things here. So first one was 100% agreed. Let's just start over. So first interval, we both saw the same. Both of our observers saw the exact same thing. Three and three, divide those by each other, one by the other. Lowest by the highest equals 100%. The second one, they saw one person saw nothing. The other person saw one. We're gonna divide zero by one. You end up with 0%. So now we've got two measures, right? In our third interval, we're going to do, oh, I don't know, we'll do another 100% here, right? So we got this person saw it twice and this person saw the behavior twice. Divide that 100%. So we have the first interval, 100% agreement. Second interval, 0% agreement. Third interval, 100% agreement. We divide all those things out. So we add all those up. 100 plus zero plus 100. So we end up with, oh, I don't know, and then divide that by three. So you end up with what? 75% agreement overall, something to that effect. It doesn't have to be 100 or zero. It could be 22%, 25%, whatever. You get the idea.  It is not as detailed and not as accurate as the total count or the exact count method, but it's better than some of the other methods.


Hello and welcome to the session. In this session we discussed the following question which says find the point on the line x plus 2 upon 3 equal to y plus 1 upon 2 equal to z minus 3 upon 2 and a distance 3 root 2 from the point 1, 2, 3. Before proceeding on to the solution let's see how we can find distance between two points. Consider a point A with coordinates x1, y1, z1 and a point B with coordinates x2, y2, z2 then the distance between the points A and B given by AB is equal to square root of x1 minus x2 the whole square plus y1 minus y2 the whole square plus z1 minus z2 the whole square. This is the key idea for this question. Now let's move on to the solution. The given line is x plus 2 upon 3 equal to y plus 1 upon 2 equal to z minus 3 upon 2. Let this be equal to cylinder. Let this equation be equation 1. Next we have coordinates of any point on line 1 is given by substituting each of these expressions equal to lambda that is we have x plus 2 upon 3 equal to lambda this would give us x equal to 3 lambda minus 2 y plus 1 upon 2 equal to lambda gives us y equal to 2 lambda minus 1 then z minus 3 upon 2 equal to lambda gives z equal to 2 lambda plus 3. We take this point A with coordinates 3 lambda minus 2 2 lambda minus 1 and 2 lambda plus 3 as a point on the line 1. Now the other point given to us is 1 2 3 let this point be point B. Now in the question it's given to us that the distance between the points A and B that is AB is 3 root 2. Now using the key idea we will find the distance between the points A and B. Now we have the coordinates for the point A and also the coordinates for the point B so we have AB is equal to square root of 3 lambda minus 2 minus 1 the whole square plus 2 lambda minus 1 minus 2 the whole square plus 2 lambda plus 3 minus 3 the whole square and this would be equal to 3 root 2. So, from here we get square root of 3 lambda minus 3 the whole square plus 2 lambda minus 3 the whole square plus 2 lambda the whole square equal to 3 root 2. Now, squaring both the sides give us 3 lambda minus 3 the whole square plus 2 lambda minus 3 the whole square plus 2 lambda the whole square equal to 18. This further implies 9 lambda square minus 18 lambda plus 9 plus 4 lambda square minus 12 lambda plus 9 plus 4 lambda square is equal to 18. This further gives us 17 lambda square minus 30 lambda plus 18 equal to 18 that is we get 17 lambda square minus 30 lambda is equal to 0. So, from here we have lambda into 17 lambda minus 30 is equal to 0 that is we have either lambda equal to 0 or 17 lambda minus 30 equal to 0. Thus lambda equal to 0 or lambda equal to 30 upon 17.  Now, we substitute lambda equal to 0 and also lambda equal to 30 upon 17 1 by 1 in the coordinates of this point. So, for lambda equal to 0 we get the coordinates of the point A as 3 into 0 minus 2 2 into 0 minus 1 2 into 0 plus 3 thus we get the coordinates of the point A as minus 2 minus 1 3. Now, we take lambda equal to 30 upon 17 in the coordinates of the point A that is here.  So, we say that either point A or the point A dash would lie on the given line at the distance 3 root 2 from the point 1 2 3.  So, this completes the session. Hope you have understood the solution for this question.


All right, we've talked about all the pieces, all the things that we're going to look at in lab. We've actually addressed them. The only thing that we haven't really looked at is just nervous tissue in general.   We're going to see a nerve. A nerve has not been smeared. Nerve has structures that are maintained. We're going to see a slide of the spinal cord. That has not been smeared. That has structures that we'll be able to see and maintain. This is like taking a scramble, wholly scrambled fun times, fun of nervous tissue, and then just smearing it out and looking at what you can see. The neuron cell bodies are huge and obvious, and here it is. That's a nucleus.  Here's probably another neuron that's not quite so giant. Can you see my extensions? Can you see where you'd expect extensions? Do you know if they're axons or dendrites? That's the only way to tell. What direction is information traveling? That's the only way to tell. What it is, you can't tell from just looking at it. You can tell that that's a neuron cell body. What are all these other little dots out here? Look, I'm making more of them. Those are glial cells. And you know what? Holy, can we even tell? No, they're just mad glial madness. And we can see their nuclei, and that's about it. The neural tissue is kind of vague, but that's because it's a smear. Now, forward thinking to your comprehensive practical. I probably shouldn't mention that after a lecture like this. But forward thinking to that, your comprehensive practical, I will expect you to identify nervous tissue, and that's what this is. And it's given away by the presence of these giant neurons. Did we really make it? Well, we did. And now you're done. But don't breathe too much because there's more.


What's good y'all Chris from jassescasebricks.com doing 2023 tops chrome jumbo 8 bucks case PYT number 22 All card ship. We're good to rock and roll. Let's switch screens real quick out our fresh case right here in our list Number 22 Jose Jr. With the D-back Sam looking for that red Acunya out of five gonna be not too bad of a hit right there Larry with the gnats at the very very bottom. All right, let's do it They're crazy. They were such a fun little rip, too That's a he is technically Technically Jason's decantile silver tigger It's just funny seeing like those odd as I had the one I remember seeing was I Think either goofy or Pluto Mike Who signed this Like one of the character actors Well, which one good luck y'all first box the blue the blue Kind of hard though. Yeah, that's kind of sick right like You're too close by you're too close face my sorry In the way Matt Olson he's been super hot kind of made himself known in that MVP race First up second-year torque 114 out of 350 for the Detroit Tigers It's been a Kyle Yeah, it's It's gonna be an exciting season. That's gunner refractor Kind of Henderson for the Orioles Jose, Jr. It's yeah, I think Anymore seems right. Thank you. I don't think teams are apprehensive on the jets. I think it's Not Rogers. I don't know Roger with this core. I don't doubt like their defense But like you said, I just think maybe yeah, I Think NFL is just like kind of stuck with talent right now I think oh, there are a lot of really good teams, but just a 10. I think kind of the minimum, right? Oh, yeah, I Was our first auto and we dermis Garcia. I Think I think the Jags are just kind of gonna crash Dermis Garcia For the Oakland A's gonna go to big dog rob one of the last spot mojo teams Jordan Walker All the Jordan Walker is going to the Cardinals and big dog Rob and all the Matt Olson is a cuneas When a Sam and the braves That's keep it Any refractors that will throw a sleeve on I just want to see how good that kid can be I try I think Trevor just had like I Don't want to say a slow start to the 2022 season, but definitely wasn't doing what he did at the end of the year Yeah, no, if I think that there are a lot of question marks last year and they still play pretty well But the talent they added offensively to get the other some actual guys, you know Christian Kirk looks like a legit guy now Cover other Calvin really like you said if Calvin really could stay focused and healthy who That's even gets transformed man Next are going to be Caleb Hamilton 325 out of 499 Ricky refractor auto for the Boston Red Sox and go to Larry Hamilton Yoshida base rookie Nice blue sonar for the Red Sox Chris sale 49 out of 125 Titans a cunea Still I think a favorite to an NL MVP though that thing that race has got a little more interesting There's a cunea right there. So I'll throw a sleeve on him future top load Will be in Carol All the Corbin Carol is going to Jose Jr. Who got the d-backs Freddie Freeman Last auto to be Marlins edition of JJ Bodei has his rookie autos with the Marlins his base cards Going to the A's but this one for the Miami Marlins and Eric That's Adley and then I think the other thing with that AFC South Where's Jonathan Taylor going huh? You got approval to start looking for trades But the Colts do want a first round her back or you know probably numerous seconds or a third to make up for the lack of a first, but I Don't know who is that desperate for our running back even one talented is Jonathan Taylor and Who wants to pay that contract with that $16 billion I thought maybe the bangles maybe the bills But yeah, I don't want to give up that much and I don't know how much money the bills have even left on the on the payroll But he also wants a long-term deal afterwards. So it's not just like it's approved myself for You know, he goes over he plays well at a team signs another Deal somewhere else. It's like not I want to be with this team. I want to stay here long term So like an extension has to come with it I don't know how many teams want to do that right now Here is box number two Orban carol right off the top. There's an Akunya as well It's not your steer refractor Green Joe Ryan at a 99 for the Minnesota Twins gonna go to Steve Steve walk should be back Come back from rehab start right now. I think Joe Ryan Something a great great year for the twins So it's your steer refractor going to the red. It's gonna go to David Next auto one more for the more one's gonna be Jarrar and Karnassia Is rookie outfielder One more for Eric see if we can get some color on our autos here Remember a bad time to ask the pack gods though, you know pretty Freeman Technicolor Purple auto gonna be Ezekiel Durand 145 out of 250 Finally having a solid rookie season for the Texas Rangers I'm gonna try to go see if we can get a little lower here. They asked that we asked the answer purple max freed Then I'm gonna see him and the Braves 177 out of 250 base Francisco Alvarez base rookie there Alvarez going to the Mets and Shawn Matic and all the showhays by the way Going to Ryan and the Angels makes auto gonna be Michael Stefanik rookie for the Angels Morphol Ryan on this box Michael Stefanik second baseman Walker And a mookie bet short print nice Short print image variation.  I'll be posting up another case of tops chrome jumbo All 30 teams available Purple speckle auto about cul-de-sauters off in this box 117 out of 299 for the nationals coming to Larry Greenway the injured been in Tendi 75 and a 99 for the white socks One of the last Bob Mojo teams big dog Rob Alvarez other show hey base So we get some refractors here of the MVP and a blue Bryce trying 78 out of 150 for the Brewers Another one of the last Bob Mojo's nice blue Nice member of that young Brewer's Corgore still in first in the NL Central so That team just keeps gelling Improving Gonna be interesting in a couple years with the Reds Brewers Cuggies obviously think the car will still have some magic left in the in the tanks some devil magic As some fans have called it but And a nice little color match there blue James Outman 52 out of 150 nice parallel there for Tristan and the Dodgers He's in pretty awesome since the second half man He's got some crazy OBP numbers since the second half to see all-star break He's an awesome Antonia and Another Michael Stefanik rookie Otto go into the Angels and Ryan Straighter we's rookie refractor our Henderson Masataka Yoshida rookie refractor Orban Carol on the technical I'm on my chuckle factor at the end there. Yes. Yes. I'm gonna leave this in here Logan Ohapi just came back this past week It's in the DL for a while You know as the audio moon and negative For the St. Louis Cardinals in a rob one of the last Bob Mojo spots Well, I'm it's having a great rookie season before he went down. Hope we can keep it back come back and keep strong Shelling wears to 16 out of 250 On the purple rookie auto going a big dog Rob hair is future stars My hair is refractor or coon your base Another one for Rob, and it's gonna be Cal Stevenson on the rookie auto Rookie outfielder Kyle Schwabber 107 out of 399 for the Phillies It's gonna go to David Nice Jordan Walker rookie refractor Not the sweet and sour sauce as featured in Disney plus is low key carrot Mitchell rookie refractor in there It's all gonna be Josh Lester 239 out of 399 purple speckle on the rookie auto for the Detroit Tigers and Kyle second half the case Yeah, I'm hoping for a bigger second half here. Yeah, that's why you know play to the whistle and For quarter comebacks and clutch time crunch time all that stuff. I think we got it here Not the best first half of the jumbo case I've ever seen that hopefully he's heat Absolute heat. I think it was supposed to hit yesterday And it kind of just never really became Anything it rained all day at least by me, but you know No crazy inches a store of rainfall No crazy winds There's an earthquake though in the middle of it, which is kind of weird Kind of end of days ish, but not too bad Showhead base go Lava coming up Can we team Anderson at a 75 for the white socks? Last but Mojo teams for Rob No, no Joe Obviously, there are some places in Southern California and Mexico obviously hit pretty hard, but in Southern California Nothing nothing crazy some power outages in areas Battleson in there next autumn and we for the Cardinals Matthew Leritor 58 out of 250 Purple rookie auto for Rob and the Cardinals Anderson of the future stars Nice Maddison refractor for Sam and the Braves Understood paper next autumn Graham Ashcraft's rookie pitcher for the Reds I'm gonna go to David Paul Goldschmidt on the negative Another gunner for Jose Jr. How the ruchman base nice there we go There we go something sleeping in the second half of this case Michael Harris 84 out of 199 on the aqua Teal wave rookie auto for Sam and the Braves Nice hit. Let's keep that same that same heat going though for those last three boxes Yeah, I think we're due for something a little low no golds yet. You know, I just think we're waiting for Old orange red and maybe a little super super duper Be nice with a closeout this case, huh? Six ends out of 399 one more Joe Ryan for the rainbow Steve Carol First all gonna be Luis Leverato One 28 out of 250 on the purple for the San Diego Padres and Cassandra Vargas hyper there Matt Olson in there The best ability is availability folks during Walker rookie there Vinnie Pasquantino on the base rookie auto for the Royals See them Carney Beacon come back healthy next year Look at me like a future big bopper for the Kansas City Royals that's Purple speckle on the stand to a two out of two ninety nine for the Yankees and shawmatic a baby refractor James Allen refractor Look under Henderson base rookie another Shae Lang Weir's aqua wave this time on the auto 192 out of 199 for Robin the A's Kunyan refractor Should I base? It's like in a cartoon when there's like a bomb someone puts like What's it called the cloche like that little dinner tray on it? Second-last box here You can pick it up a little bit. Yeah, that's two boxes eaters only Yeah, so I've definitely seen some doubling and tripping up in cases it works a little better when You know, it's it's a player of a little higher quality. I like Shae Lang Weir's and then he'll be like a pretty solid majorly First career, but it's not like exactly who we're looking for no no disrespect to the Shae Lang Weir's Michael Stefanik same thing Want to see maybe the coverboy maybe his His other switch hitting rookie infield teammates That's pretty good too Yeah, I think that's the cool thing. I think uh, you know lots of Akunya's Lots of uh, that's a shohei, but she won refractors tips and a lot of shohei Akunya bad screening of maybe your big five MPP candidates Shohei and the other four nl guys including Matt Olson see a lot of those guys Uh and refractor which was always a good thing, but I wouldn't mind if they spread the love a little more Box six and one Do the dang thing Michael Stefanik Rookie infielder outfielder for the angels. It's gonna go to Ryan Purple Javi Baez 198 added 250 Kyle and the tigers Good one guys. Good one Next one for the Mariners Brian O'Keeffe 74 out of 250 Seattle Mariners on the board here. It's going to go to Aaron Akunya That's going to go on Alvarez out of 99 for the Houston Astras I got a Steve Locke 82 out of 99 on the chrome relics authentic Here's your one of those per case. We'll take that you are done Absolute goon Jacob de Grom 79 out of 199 for the Rangers but he went to Tristan I'm actually not healthy to grom who has been you know Hit and miss With his playing time the last few years, but a healthy to grom on this already stacked rangers team. Whoo That's the rest there's an orange coming up. There we go Using the LDS on the orange wave out of 19 out of 25 Baltimore gonna Jose Jr. Not not quite the L we were looking for but we'll take an orange little color match there 19 out of 25 Pretty solid prospect once upon a time so we can find it at the major league level Mookie bets on the refractor not quite who we're looking for though Other mookie bets refractor this time for Tristan and the Dodgers and the final box Come on now. We got some low so we can get a little lower or another big name before we call it a break And I upload number 23 of the top scrum jump box mojo here. Thanks y'all for getting in I'll upload number 23 right after this box JP Crawford on the negative Love this card art of him for the Mariners It's gonna go to Aaron first all going to be Ezekiel Tovar Zeke I have a nice second half for the Rockies. It's gonna go to Kevin Ezekiel Tovar on the rookie auto Francisco Alvarez on the hyper 80 out of 150 for the Pittsburgh Pirates going to go to J-Lo. There we go Jai Juan Bay Jai Juan Mubin one of my favorite nicknames in the league right now Another showhead and the Francisco Alvarez got a purple Jacob DeGramme Tristan going for the Rambo 202 out of 250 on the Jacob DeGramme Purple Josh Young on the hyper refractor The last honor going to be Yanier Diaz base rookie auto for Steve Locke and the Astros We're gonna have a pretty nice seer Astros always seem to find these guys man Wasn't like a super highly talented prospect But that's going to do a pretty solid major league catcher and the last little side things again y'all Not the strongest case obviously, but what were the next case we did number 23? I don't know if it'll be a little bit better. We'll do a recap Of our autos and a couple of our bigger hits parallel eyes Use Neil Diaz on the orange wave That's Michael Harris out of 199 on the rookie auto James Altman base parallel blue out of 150 rookie bets on the image variation short print So hopefully next case will be a little bit better. Thanks for having a shot y'all Other cases jumbo going on the site jashes case breaks.com. Thanks again. Bye. Bye


Hey everyone, Sam here. In this web series, we'll solve common web problems with standards. These techniques are part of the web platform and work with any framework or library. All right, let's go. If you're out of space with text and want to use icons for better internationalized actions, that's great. But there's an overhead. You know, I'm a good web developer, but I'm a pretty rubbish designer. So that's where icon fonts come in. There's many icon fonts out there. Google has released the Material Icons font, which, because it's a font, provides hundreds of scalable assets. You know, like phones, planes, stars, actions, all sorts of symbols. These just drop in anywhere on your site and you can use this format, which ensures the icons still have semantic meaning. You can also include the font like any other custom font or as part of your Google Fonts API loader. Like all fonts, these icons are just vectors. You can bold them, color them, or scale them. But to ensure good accessibility, be sure to always add an alt tag so that folks using screen readers can still understand that your fingerprint icon is actually meant to mean the world's most confusing maze. It's important to remember that these are not emojis. Emojis are wonderful, but they'll look different across platforms. But as fonts, these icons will look the same no matter where you are. Use icon fonts when you want cool vector-based icons for your site and you need them to look the same everywhere. That's icon fonts, the standard way. See you on the next tip. I meant to do that. If you're out of space for 10. Use these fonts when you grab, I need to write it down.