How to promote Cartra's simple guide. Hey guys, did you discover Cartra? Did you find out that Cartra is a pretty cool platform? And you also figured out that they have an affiliate program where you can actually promote Cartra and as people pay every month, you get paid too. That's some pretty cool stuff. In this video, I'm gonna show you a great way, a simple guide on how you can promote Cartra and make money every single month on one of the best marketing softwares out there. And we're starting right now. Hey guys, I'm JR. I appreciate you showing up to my channel. There's a big subscribe button down there. You gotta hit it. After you hit it, there's gonna be a bell. Pop up just like this.  Why? So that you'll know about these videos when I do them. You'll be part of the O'Fissure family, the VIP group that gets notified as soon as all these videos come out. You don't wanna miss out on any of these. You don't wanna have to go search and form. You wanna be notified.  And you're gonna do that by turning on all notifications. Okay, I also have a $97 course that's below. It's absolutely free. You can get it for free. Click that link. It's click and learn, no credit card required. And give me your comments below, okay? If you've been using Cartra, I wanna know what you feel about it. I think it's a great software. I really do. And I'll give you some more reasons for that in just a second. But I think it's awesome software. And I'll get into all that in just a second. Put your comments below. If you have questions about Cartra and you don't know about what works, we use it for digital and physical products. I've sold millions of dollars of products online. So we use it in probably every way we could. We have courses in there, done coaching through it. All kinds of different stuff in Cartra. So if you've got a question, I can probably answer it for you. So let's get into this thing here and let's look at Cartra. Now, I gotta tell you, a few years ago, I got a software and it was called ClickFunnels. And I liked it. And I still like it. I like ClickFunnels. I think it's a fine product. And they had an affiliate program. But I know I had a hard time with certain parts of ClickFunnels. Certain things didn't quite work for me. They didn't work as well as I wanted. I had to integrate them with my email provider. And that didn't always integrate well. And I heard that the programmers didn't want it to integrate well. So you would use their action edicts, which never did work for me. I couldn't use that. And they had an affiliate program. And I thought, wow, maybe I'll just promote this. But then I looked at all the problems. I'm like, I don't wanna promote this because other people, if I'm having problems, other people are gonna have the same problems. I was the one who recommended it. So I never did promote it. Now, was that a good move or bad move? I don't know. I mean, a lot of people made a lot of money. But I'm seeing that bubble pop now. Not that they didn't make money. Can't take that away. They still made the money. It's not as good as Cartra by far. It doesn't do near the things that Cartra does. They didn't have really good support. I didn't like support at all. Didn't enjoy their support at all. It was terrible. Okay, there's a lot of things I didn't like about ClickFunnels. I didn't like the action addicts in ClickFunnels. I didn't like the support in ClickFunnels. I didn't like the fact that I had to integrate an outside email provider. If you're using Cartra, the email provider is Cartra. So it's all there. It's all in one. You don't have to worry about integrations. Everything works well together. So I like Cartra and I now promote Cartra. And that's what this video is about and also how you could promote it too. Everything is an opinion. However, with that being said, Cartra's the best. It really is. Cartra does everything I need in one single platform. Everything I need. Okay, so it's an email provider. I put my courses in there. I can sell products in there. I email people out there. I've got sequences in there. I've got funnels in there. I've got templates in there. I mean, it's everything. PageBuilder's your name and it's all there. Opt-ins, it's all in one place. It's awesome. It is awesome. It also has the best analytics in there because everything is built in there. It can see what's going on. So it looks at everything that's happening and it gives you real-time statistics, which I really like. Not to mention, there's a help desk, okay? There's a help desk. I never even had a help desk before because you had to pay extra for some company to do that. And this is built in Cartra and you can have as many as you want in there. The next thing I like, and I'll tell you, I didn't like it in the beginning, but it's ease of use. Now, how could I like the ease of use now and not in the beginning? Because I didn't know how to use it. That's why, okay? Now I know how to use it. Now I'm better at it. Now I can build stuff quickly in it. Now I can get it to do what I want. And for me, it was a little bit of a learning curve and I'm not gonna tell you it's not, but once you learn it, guys, it's so simple. Now, here's the cool thing about Cartra. You can promote it. And when somebody signs up, they're gonna pay you 40%. 40% is a lot because it's not just 40%. It's 40% every single month they pay. So if you've got a lot of people paying for Cartra and you're getting 40% of it, you're doing pretty good. Now, the drawback to that is if you're comparing ClickFunnels and Cartra, ClickFunnels has a much better base as far as base of people. They have bigger groups. Russell Brunson is a bigger promoter. He's more well-known. He more actively promotes it. So there's a broader, I guess, spectrum of people that you can sell to. Cartra does not do well in the promotion area. Not too many people know about it. They don't realize that it's the best program out there. And it doesn't matter that it's the best program. You gotta market it. I wouldn't tell the people at Cartra. You need to market this more. You need to market it heavily. I know Frank Kern was involved in the beginning of it and he got out and Frank does a lot of different things. So he'll stay with the project for a while, move on to something else. But they need that. That's the one thing they do need is to get their name out a little bit more. Now, the next thing they have, which I really like, is the Cartra Marketplace. In the Marketplace, you can actually get offers that other people have and you can send those offers out and you can make money on their offers too. Not to mention the fact that if you've got offers, you can make them affiliate offers and put them in the Marketplace and other people can sell your products and you pay them a commission. They also have the Cartra Agency. So if you are an agency and you're doing marketing, you're doing sales funnels, sales pages, whatever you're doing for other businesses, you can actually use the agency part and your customers can log into their portal. Okay, so now that we've covered basically what Cartra does, let's get down to how you can promote it. Now, I will tell you, before you promote anything, you should use it. You should know how to use it. You should know it works. So if you don't have a Cartra account, I have put a link below. You can go down there, you can watch a video on Cartra. If you like what you see, you can use my link, you gotta use my link and you can get a 14-day $1 trial. So that's pretty cheap for you to figure it out, but you should do that because you should really believe in the product that you're promoting. Now you are, once you become a member of Cartra, you need to sign up to be a Cartra affiliate. So once you sign up to be a Cartra affiliate, then you can actually sell it.  I sell it because I use it. I don't believe in promoting anything I don't use. I do get offers on YouTube videos, you know, hey, promote our product and it doesn't match with my brand or it's not something I use, it's not something I know about. So I just don't do those promotions. You may be tempted to just say, well, I'm gonna promote, you know, ClickFunnels, I'm gonna promote Cartra, I'm gonna promote ABC and DEF and all these different things and not be affiliated with any of them. And I don't think you'll do that well. I really don't. I think you really have to believe in it. I can work Cartra into most of my videos because people say, well, how do you market it? How do you send out this email? I say, I use Cartra, there's a link below, click on it, you can use Cartra too. And that's what I'm gonna tell you right now. If you wanna use Cartra, there's a link below. You need to click on that link and you need to get that done. And now once I do that, I may actually do videos on Cartra, like what I'm doing right now, okay? I'm doing a video on Cartra right now, but I may do other ones. I may do explanation videos where I show people how to do different things in Cartra. I may do videos on how to build pages and I may say, hey, I use Cartra. I may do videos on how to do courses. And I say, I'm gonna build this course in Cartra and I'm currently doing some videos on that now where I'm teaching people how to do digital courses. And of course I say, it's gonna be built in Cartra. So you need to learn how to do Cartra. And of course that allows me to put my affiliate link out there because to go through the course, you need to get Cartra because that's where you're gonna build your course. And I don't feel bad about that or anything because if they're gonna build a course online, if they're building this course, they gotta put it somewhere. And I'm recommending that they put it in the best possible place they can at the best price, at the best value. So I actually feel good about it. I'm forwarding on some information that I've been using that I was successful with. So keep in mind, when you're promoting stuff like Cartra or anything else, make sure you're really into it. Make sure you're really into that product. And you'll find you're gonna be more passionate about it. You'll be more excited about it. The audience will read your excitement. They'll be, yeah, yeah, yeah, I wanna do that too because they see that you really care about it. If you don't care, if you're just promoting, I mean, I guess you could make some money doing it, but there's so much more to that love of the product. There's so much more to that belief in it, the loyalty to it. And I think that comes through and people can see you're more honest about that. I will add one note here. The thing I like best about Cartra is time. Time is really important to me and how I spend my time. Now that doesn't mean I work 24 hours a day. I don't, okay? It just means that when I do things, when I do work, I want it to be as efficient as possible, okay? When I didn't have Cartra, I had plus this, I had Infusionsoft, I had Zapier, I had ClickFunnels, I had all these things, all these things, I had a lot more than that, but I had all these things. And it's not bad enough that you got all these things and they all have to talk to each other, which are all built in Cartra. And I also had Kajabi, so I had the membership thing. These are all built in Cartra. Now, here's the cool thing about that. If I log into one website and I have all my programs right there, I don't have to log in and log out and move over here and move over there, I get more done. I get more done a whole lot quicker. If I'm building an email in Infusionsoft and I have to use plus this to make that click show up or use this other company to get the analytics, you know, I'm all over the place. I'm logging in and out of all these spots all the time. With Cartra, it's the only software I use. I mean, I have a counting software outside of that and I'm trying to think, I think we still have some Zaps, very little of that, but I mean, it even integrates with all my payment processing. So all that's in there. And it just saves me time. Time is so important, guys. That's the only thing you have as an entrepreneur. If you're trying to sell stuff online is your time, it's so important. You know, a lot of people work a job and maybe they're there eight hours and maybe they work three or four hours. They don't work the whole time. They just screw off the rest of the time because they're not into it.  You're not cheating anybody, but yourself. That's who you're cheating. You're cheating yourself. If you're not doing what you should be doing every day and you're not putting your all into it, you just cheat yourself. So Cartra allows you to do that. Cartra allows you to get the best out of your business. That's what you wanna do and it saves you time. Now, what you do at that time is up to you. Maybe you had a 10-hour day planned and now that you get Cartra, you can do it in four hours.  That's okay. Go watch a movie.  But the point is you can get more accomplished in less time. That's why I like Cartra. Don't forget, go down below, grab my link to Cartra, watch the video, sign up for the 14-day $1 trial and you will love it. I promise you're gonna love it. Check out Cartra. Don't forget, put comments below. If you like this video, you know, if you didn't like it, whatever, put the comments below. If you've got questions, anything about making money online, this is the time and place to ask. Put your comments below.  Don't forget to subscribe and spell notifications, turn on the bell. Make sure you turn on all notifications though. If you do that, that way I can notify you. Be part of the Fisher family, the VIP group, that gets notified every single time I do a video. Now, speaking of great videos, you gotta check this one out here. It'll do a lot for you and help you grow your business. Thank you so much for watching and I'll see you in the next video.


JSA TV and JSA Podcast, the newsroom for telecom and data center professionals. I'm Dean Perine, executive vice president at JSA coming to you from ITW 2020, the virtual ITW. And joining me today is Mr. Michael Kearns. Michael is the co-founder and chief strategy officer at Amartus. Michael, welcome to JSA TV. Thank you, Dean. Nice to talk to you today. Outstanding. Michael, thank you very much, Michael. Let's just go ahead and jump right in. For our viewers that don't already know, why don't you tell them a little bit about Amartus? OK, so Amartus was founded in 2003. We're a specialist company in orchestration and automation for networking cloud. We deal with the business and technical negotiation software solutions. We work with providers and network providers, cloud providers, application providers, and also with the vendors. So we have a very unique perspective. We work across the whole ecosystem of the software automation. We are very much propellants of open, programmable DevOps style network transformation. And we're very much actively working within the MEPH and the TM Forum and CBAN organizations to drive forward the automation transformation of the industry. Excellent, Michael. Thank you. So I understand that you dropped some pretty significant news at the virtual ITW just this week. Can you tell our viewers a little bit about Embrace and the news that you had just come up this week? Sure, yeah, delighted to do that. Yeah, we've been working for the past couple of years on a product concept through our engagement with the industry through MEPH and with providers on what we call the East-West orchestration between providers, those inter-provider negotiation. This is a really hot topic right now because global enterprises, as they move their IT, IT environments and networks to adopt SD-WAN and have global reach, they want on-demand services. As they take up multi-cloud type IT environments, they need to have instant access to be able to connect their workforces to the actual digital assets and digital resources that they have globally. And traditionally, this type of activity was very static in nature, very difficult to negotiate between providers, took a lot of time and therefore wasn't very much compatible with the on-demand requirements of the enterprise. So we've been working with the standards bodies and with the providers to automate the negotiation of these services first. And it's actually a departure for us as a company. We typically have worked in the North-South automation so that's automating an individual provider. So this is something that we think is really a growing demand as we go forward in the industry and very much in line with the requirements of the enterprise, the future. So we're delighted to have announced the product. Now, congratulations Michael, that's great news. A word that you just said was future. Let's talk about that a little bit. But specifically the future of transformation and even more specifically the future of network transformation. Now, I know that Amartus is fast-tracking network transformation and doing so successfully. Why don't you tell our viewers a little bit about the secrets to your transformation and about the way that you expedite that transformation with regard to the networks. So we see many ways in which the network transformation is taking place but let's talk about how the best approach is the best practices for the transformation. I think traditionally the operators have bought a lot of software solutions from OSS, BSS vendors. They found themselves locked in one way or another into those solutions, which meant that it was quite slow for them to evolve their actual processes. It was quite a heavy big project for them to be able to do that. So one big transformation that's happened is they're learning some lessons from the cloud providers and the OTT players so the network providers can adopt this DevOps style approach to transformation. They can, if they incorporate that with some of the standards work, they can really speed up the introduction of services, how they operate those services. They can take back some of that control that they had relinquished to maybe third parties or outsourced in order to cost cut in the past. And in order to be more agile if they take that back in and they achieve and they acquire the right technologies and the right approaches and processes for designing and rolling out and operating services, then they can be fast and they can move fast. And this is what they need to do in order to be able to meet the demands of the enterprise customers and the consumers that they're customers. Very good, look, I love it. I love it. Let's stay on that kind of prediction trajectory that we have going on. Why don't you talk to our viewers a little bit about what's on the horizon with regard to orchestration and automation of the network and cloud? Yeah, so if we take our example, I think a lot of providers today are already on a journey to automate their internal systems. This has been around for some time. We have a lot of providers down the road in that process. As we look a bit wider than that, then we sort of say, okay, how do people interface with those systems? How do their customers interface with the systems that they have? How do their partners interface so that they can open up their network to a global audience, a global customer base, a global supply chain? And we think that there's a lot of new technologies that are even going to enable this. So traditionally, the providers in our space, the wholesale kind of providers would be offering very much the similar kind of private line type services. But we've got things like SD-WAN now, which has come in. And SD-WAN is offering the enterprise some freedom from the VPN type scenario, allowing them to use different types of underlay services, such as IP broadband in conjunction with private line services. But SD-WAN is on demand. So the overlay is on demand, but the underlay is still lagging behind. So we need to give the automation to the provider so that they can really speed up the whole process of delivering the underlay and be more on demand. So the very first step has been that the providers themselves have been investing a lot in the internal automation of their internal systems. This is very critical. It's very critical that they move away from the sort of systems, the legacy systems, the BOSS systems that they relied on third parties to actually deliver the services. They need to take back the control of the environment, be able to introduce services in DevOps time frames, learn from the lessons of the large cloud providers who have been able to move quickly in this space. And then I think once they have achieved that, the next big thing is to open up their offering to the world in many different ways. And I think the embrace product that we have introduced will allow them to do that. It will allow them to engage in a global supply chain offering their services to a global marketplace. And this is very critical. And then within that, I think there are several steps. So there's, first of all, allowing the on-demand negotiation of those services between them and their partner providers or their customers. And then there's offering the capability to deliver those services in real time on their networks or in their clouds. Now we know cloud providers have had this capability for some time, but the network lags behind that capability. And I think as we move forward and we look at, new technologies that are coming on board, like 5G access, like Wi-Fi, we have this critical opportunity now to move away just from the fiber, the fixed fiber or the line that has an ordering time, has a time to dig up the roads and make connections. So it sometimes slows down the process. Now we can really deliver on-demand services. In the cloud, we have Edge Cloud. Edge Cloud is gonna play a really important part in delivering latency for the network but really high quality applications for the enterprise that they need. So all of these need to work together. They need to be globally accessible. They need providers need to be able to come together very easily, seamlessly to partner for short-lived services to be able to support the enterprise. So I think that the following stage beyond that is again hyper-automation of industries, autonomous driving, industry 4.0, smart cities. All of these need access to a lot of different digital resources and need to connect the people and the machines and they need to do it in real time. So, and they need to operate in real time without the human intervention. So I think this is the future. Maybe the latter is four or five years out for us, but it's something we need to develop the systems and put the systems in place today for that, you know? Yeah, you know, honestly, I feel like I should have booked four hours for this one today because there's so much we could unpack with all of that. Unfortunately, we don't have that kind of time. I know you're a busy guy. So Michael, for our viewers that do want to learn more, where should they go? So if you go to www.amartus.com forward slash embrace, embrace is the name of our product. It's about bringing part, providers together, enabling them to do business in seamless fashion. We have loads of resources there and we're building up more and more resources now that we've launched the embrace product this week, you know? Excellent. Michael, thank you very much for being with us today. We appreciate it. Thank you. Delays to talk to you also. Thank you. You got it. And thank you viewers for watching JSA TV and tuning in to JSA Podcast. We'll see you soon.


When you stop giving in The narcissist does this from the moment you met the narcissist You did everything you could to accommodate them You did everything you could to make them happy and While they may have acted as though they were happy with you in the beginning It was only a matter of time until they made you feel like what you were doing wasn't enough No matter what you do for the narcissist, they will never be satisfied You cannot please this unpleasable person and it is not your job to do that It is their responsibility to manage their own emotions Happiness is meant to come from within Which is why no matter what you do they never seem to be happy with you But of course They will try to make it seem like it's because of something you did or something you didn't do They always hold other people responsible for their emotions They're like emotionally immature toddlers It's too painful for them to deal with So they run to their parent or caregiver They throw temper tantrums Because they're emotionally underdeveloped They lack the emotional intelligence to be able to deal with their own emotions Which is why they're always running to you They're always holding you responsible for how they feel It's like they see you as their parent They want you to manage everything that they don't want to deal with But then they also want to manage you They want to make decisions for you the more time you spend with a narcissist The more that they will exercise their control over you They will hold an authoritative and dominating influence over you They will want to be in control of everything that rightfully belongs to you They will even try to claim ownership of it They overvalue themselves They think they're doing more for you than they actually are When really Your life might be so much easier without them They have an exaggerated sense of their own abilities and importance Which results in them having a strong sense of entitlement They believe that they are inherently deserving of privileges and special treatment Which of course is always going to be at your expense Because although they may act grandiose Deep down they don't really believe that they are capable of achieving anything on their own That's why they're so dependent on you And yet they complain about everything you do for them It's never good enough But they still want you to keep producing Because they are secretly quite comfortable with the way things are If they weren't they would have left a long time ago A narcissist is never going to remain in a situation that isn't benefiting them They might say that they care about you or it's because of the children But really it's all about them Whatever is more convenient for them Whatever fulfills their needs But even while they're leeching off you They will be criticising you There will always be something wrong There will always be something that needs to be fixed or resolved You always feel like you're not doing enough Because that's exactly how they want you to feel It keeps you running on this endless haps to wheel Where you are trying to please them Where you are trying to make them feel comfortable When they're actually more comfortable than they've ever been in their lives They're just not telling you that Because they don't want you to stop But of course they're comfortable when you're doing all of this for them They can just sit back and enjoy the ride If they were not comfortable in this environment, they would just leave They wouldn't want to be around you Narcissists are known for walking out When something isn't serving them If they're not getting what they want They will just discard you But when they are getting what they want from you, why would they ever leave? You're the one who will have to leave them It will be a struggle to get them off of you But just because you're providing all of these conveniences to them It doesn't mean that they're going to praise you The narcissist doesn't want you to know your worth They have to keep you doubting your qualities and abilities Because they know that something of value Demands a certain level of treatment But they don't want to give anything to you They come around you to take from you When they targeted you They made it out like they were there to help you As though they were going to make your life more convenient When if you look back You will find that you have lost far more Than you would have if you had never got involved with them A relationship with a narcissist is characterized by a tremendous amount of loss You lose everything And even when you've lost it all And you're just trying to rebuild They're still waiting with their hands out Because this is just their character They're like tramps They travel from place to place like a beggar They beg habitually for a living They live by asking for money or food And they expect you to give it to them They expect you to give them this life that they could never create for themselves They need you to fuel them To keep them alive But naturally This will take a toll on you It will cause harm to you It will put you under a lot of stress And the narcissist isn't going to care They might not even notice how it's affecting you Because all they can think about is the profit All they can think about is what they're going to be getting out of it So you can just run yourself into the ground for all they care They don't even know how to treat something of value They don't know how to maintain it They just expect you to keep tuning out everything for them While they just sit back and enjoy their lifelong vacation Anything they do for you will always be exaggerated They always act like it's more than what it actually is While they will minimize anything that you do for them They will act like it's nothing But if you were to stop doing these things Which are supposed to be nothing great You would then realize just how important they are to them Because the things that the narcissist acts like are not a big deal Are usually the very reason why they remain around you They play down these things But they are actually very important to them You will realize how important something is to someone When you take it away from them That is when you will see just how much it means to them When you take your attention and focus away from the narcissist It will drive them insane When you take away money or cars that you're providing for them They will lose their minds While the entire time They acted like you were a nuisance Like they couldn't stand to be around you Because then it keeps you looking at yourself Rather than realizing that they're not bringing anything to the table They're not doing anything for you that would benefit you in any way And that is why they act the way they do That's why they're narcissists Because deep down they know that they don't deserve anything from you They know that they haven't done anything to earn it The narcissist acts like everything you're doing is not a big deal to them But when you stop giving in That is when you will realize just how important it is to them It will cause a narcissistic injury They will become very angry They will threaten to expose you As though you're doing something wrong By not wanting to be their doormat They will threaten you with court They will threaten to take the children away from you They want you to think that you not giving in Is going to be more costly for you It's going to put you at an even bigger disadvantage Because that's how they keep you locked in That's how they keep you under their control That's how they keep you under their influence and authority But if you call their bluff That is when they will resort to desperate measures They will go after your reputation They will try to turn people against you Because they don't want you to be good enough for anyone after they're gone They want you to be gone and out They want you to be finished That's the difference between being with narcissists And healthy relationships Healthy relationships can also end But when they do, they want to see you thrive Even if it's without them But the narcissist wants to tear you apart They don't want you to leave with everything that you are And move on to another situation where you could be happy Because they know that they're never going to be happy They know that they're predestined to be miserable But they know that you have the capabilities to be so much greater Than anything you have with them Which is why they hold on to you for dear life Which is why they do this when you stop giving in Thank you for watching I hope this video resonates with you Please like, comment, share and subscribe If you would like to donate, my PayPal link is in the video description Coach's inquiries You can email me at coach.narxviver.co.uk Thank you for watching and I'll talk to you soon


Since the climate crisis exaggerates in the coming years, we are seeing new issues emerging and therefore we need to start thinking about new or better and innovative ways and solutions. Kale used to be a really big island where my grandparents and his family lived decades ago. But as of 2014, Kale has completely submerged underwater and now my children would not get to experience what we experienced growing up. I believe loss and damage should not only be quantified from an economic loss point of view but also the loss of our culture, our identity, our history and especially our heritage sites. Whilst doing my Bachelor of Laws, I have developed a keen interest for climate-induced displacement. So I responded to an email that was sent out from IIED calling for authors from least developing countries to write on loss and damage. It will help the international audience in particular understand the gravity of the climate crisis from a Solomon Islander's perspective. But more excitingly, it is the best way to really educate the young generation of Solomon Islands to understand the gravity of the climate crisis on the ground. I'm definitely really excited to see my blog coming to life through this animation. It contextualized the storyboard and the visuals so that it meets the best represents the local context of Solomon Islands. So I also helped in translating the English script into the Solomon Island Pigeon version. I hope that this animation can inspire action or motivate negotiation in the loss and damage. Stories like this of personal and deep losses from climate change should be amplified especially from those who are directly impacted. We are grateful for the opportunity to have this animation done in Solomon Islands Pigeon as many people in our country still don't really understand why our environment is changing the way it is and this will really encourage them to speak out more and also have more youth come on board to advocate for climate justice.


What's going on everyone Sam here late in sports cars. We're up in 2022 prism world cup soccer hobby Three box break number five random team style. Here's a look again at your random results As always you can find these on the website under the results tab as well as the link that's in chat Good luck here everyone. Let me just pull up the Some World Cup checklist just so I have in front of me in case we do have any Like rent or any redemptions or anything like that. So good luck here, everybody. Let's see what we got for one for us Let's do it about Charles. They catholari We've got ledley king for England on the auto international Inc Nice one there. Congrats England England is gonna be a Bernardo P. There you go Bernardo We've got a Bruno Goumarias that's the 199 purple for Brazil on the rookie Silver is Perot and copy Ecuador Sheeve and William Saliba Sleep the Saliba Bear with me again guys on the pronunciations. I'm gonna do my best here Felix a fan of Guyana for Ghana. There's Gabriel Martinelli. Nice one there for Brazil Harry Kane There is an Andrei Onana for Cameroon not numbered on the pink Nice one there for Cameroon Chemi and Jal Felix on the back Onto Davies. There's a Bono For Morocco, that's gonna be blue 271 out of 299 on the blue. There you go, Morocco Jared out There is a Matthias Kunal rookie Luziola Julian Alvarez, Lucas Uchich. Nice one there for Croatia on the rookie Malilacaku Cracked ice is Manuel Akanji for Switzerland. Cracked ice is not numbered. That's just gonna be one of the short printed inserts Darwin Nunez, Uruguay Min Kyu Sun and Hannibal. Nice one there for Tunisia. He's on Man City, I believe I got you Andrew. Timothy Wei. There's a Gavi rookie for Spain Nice one there. Kingsley Coleman Stanisic for Croatia, Eden Hazard, Silver Robin Gosens, Germany That scores Club Hungman Sun for Korea Republic Cody Gokpo Karim Adiyemi, Germany rookie and Hee Chan Hwang At least you get through a lot of the heavy top-loading stuff before we get through one-on-one. There's a Ricardo Pepe It's like you could see the light at the end of the tunnel Mejir, Pekaya Saka Silver, Lukis Martinez Corta for Argentina for the rookie. There you go Bradley We've got connections Jude Bellingham and Pekaya Saka. Nice one there Jay Sung Lee, Talbi in Korea Bomba Jang, Mehoy or Medi Terimi for Iran Jaden Sancho, Global Arena Cristiano Ronaldo base Pedro Miguel and Hector Herrera There's a Sofyan Amravat for Morocco on the hyper. Hypers are not numbered Wataro Endo for Japan David Rahm is a Sagar as Moin to 299 blue for Iran We've got connections Silver is Serginio Dest and Eunice Musa Silver there Virgil Bandai, Alistair Johnson Kevin De Bruyne Nice red Lataro Martinez That's gonna be I believe yes to 399, 396 out of 399 for Argentina Lucas Mecha for Germany on the rookie there Nuno Mendez for Portugal and Minjay Kim 2 to go on box 1 Giovanni Rana Scott Palovich Silver Bernardo Silva, nice one there congrats Portugal That'll work Alexandros Australia on the team card Joao Concella, Hungman Sun and Memphis the Pie Yes, there are mangas in this so there's national landmarks national pride are like two of the case it's mangas a case it and then there's color wheel Which are like one out of a very like 12 cases That's silver Joe Radon for Wales nice one there on the rookie Saudi Arabia cup card and Diego Costa for Portugal That'll do for box one Good luck here everybody on box two.  That'd be awesome This is number five right here optimum. This is number five first one of the night Let me just someone pull up a break schedule as well Yes, number three boxer number five Random team size we got four three boxers and then we've got two six boxers of this stuff. Yeah, no problem optimum Got a man Gabriel Martinelli for Brazil Harry Kane Silver Ricardo Pepe rookie nice one there US congrats on that one that'll work Matt B with USA Adderson And Diego Costa Daniel James Warner Sosa Purple is gonna be from Morocco. That's Ashraf Hakimi 78 out of 199 Julian Alvarez, Argentina Serge Nabri And Hassan Al-Hados for Qatar just freezing outside So cold Martin Boyle exactly Millio Martinez we've got Otto going to France That's gonna be Adrian Rabio Rubio Nice one there congrats France. France is gonna be Nathan P. There you go Nathan Not numbered on that one We've got a blue for Brazil as Marquinhos 108 out of 299 Yeah, and if I do pronounce somebody wrong I do apologize Fabino for global global reach What's going on August? How you doing man? Yeah, if I pronounce somebody's name wrong and You know how to pronounce it in the chat you want to drop it phonetically I do appreciate it Again, I'll be the first one to tell you I'm not the biggest knower of soccer in the world Got Joel Campbell for Costa Rica on the pink not numbered Poland on the cup card. These are cool. Do I like these a lot? It's just like the team's flag logo That thing to happen for everybody Jal Felix What's up Dylan? Silver Eric Garcia Connections Lukaku and Thibaut Courtois for Belgium Diego Houta Nina got a cracked ice that's gonna be Ryan May Not numbered on that one for Morocco That's Frederico Valverde global reach Uruguay is Campembe for France on the rookie and Twin Coop Miners for Netherlands Roger Bobby with PSA 9 first bowman auto 75. Wow, that's awesome. That must have been a big card right there What is that the yellow? Hello Collins Fay is a Griezmann Kyle Walker for England on the Prism nice one there or the hyper I should say not numbered hyper Argentina cup card Matisse d'Elite Ronaldo Silva and Ayo Tanaka Five facts to go now here. Let's see if we can get a case hit out of this first box or first break. That'd be awesome There's a Pedri Silver Andre Frank Zambo Angusa for Cameroon That's Scorer's Club Rogelio Funas Mori for Mexico Jay Song Lee, Palo B and base on the back as well Sockpatch wit one of one that's wild Jochim Anderson Mason Mount We've got Ronaldo Sanchez nice one there for Portugal on the blue 194 out of 299 Ronaldo Sanchez nice one there What is that? Lizandro Martinez new era for Argentina Ali Gerardo Ortega And Paul Pugba For France. So France is so good if you look at their national team like I haven't even realized it There's so many good guys on that team It's unfair Casamira, Beclyn Rice There's a Diego Jota nice one there for Portugal on the hyper Very nice congrats on that one Portugal Wales Cup Card Cristiano Ronaldo base Naomoto and Hector Herrera Yeah man we're hoping to keep going today We've got a lot of cases of one-on-one basketball So hoping we parlay that into a couple of big cards Rodri So we got something coming up here We've got That's gonna be national pride Robert Lawandowski There you go Poland congrats Jared M National pride case hit Heck yeah There we go first break we're pulling a case hit baby Congrats on that A little bit of dust on this one I'm just gonna have it if you don't mind just wiping it down really quick Sean's just gonna wipe down the surface a little congrats Jared There you go buddy Lawandowski Jury and Timber on the red 399 for the Netherlands We've got New Era Charles de Catalari for Belgium Virgil van Dijk Nice hit there Those national fries are so sick Antony Silver Said Estela Estelahi for Iran Angel Corea Concello, Hungman Son and Memphis Depai That'll do it for box number two We're on to box three We're on to box three Good luck here everyone Charles de Catalari We've got Jury and Timber nice 80 out of 99 for the Netherlands on the Silver Auto Rookie for again that's the Netherlands 80 out of 99 congrats Bradley C Jury and Timber Auto Got Casper Dolberg for Denmark to 399 Silver Cup Card Argentina Nice one there Argentina Eric Gutierrez Got a green Karim Adiyemi 505 Wow for Germany Boom Jacob H Dude that's massive holy cow I did the only reason I wasn't freaking out before is because I didn't realize the greens were numbered to five in this But holy cow that is in sanity dude That's that's massive right there Adiyemi Oh that's huge we'll get that right into a mad congrats again Jacob Forget where does Adiyemi play He plays in the Champions League somewhere Borussia Dortmund That's that's how you know right there Heck yeah congrats Jacob with Germany Dude that's sick Emile Smith row Kai Havertz Base Wow holy cow man Julien Alvarez Lukas Suchich on the Rookie for Croatia We've got four Saudi Arabia Abdullah El Malki On the crack dice not numbered Canada Cup Card Oh Canada Ranked Young Now that I know the greens are to five that's awesome It's usually they're like black gold or they're not usually good Usually in prison the greens retail exclusive You know what I mean it's like they're not numbered So I was I didn't want to get too excited and be like green not numbered You know what I mean Harry Kane Pink is Ike Ubo for Canada on the Rookie That's when they're Canadian England Cup Card What's up Ferrari Used to green being nothing Ricardo Pepino Ricardo Pepe Rookie for the U.S. Silver Jason Lee Korea Republic Rookie That's Pedri and Gabi Nice one there for Spain on the connections Leroy Sanae Janiah Ito And Gadu for Cameroon Silver Rookie Edison Cavani Scores Club Uruguay Hannibal Mejbri for Tunisia Cody Gacpo, Karim Adiyami there he is again Wow dude What a first out of a three boxer too that's unreal Heck yeah let's go Let's keep this going baby Eden Hazard There's Matthew Ryan for Australia on the hyper Alfonso Davies Uriel Antuna So the sub there Kuiper David Rahm for Germany Hyper Rookie Christopher Nkunku France David Rahm, Germany There's a nice purple Garth Bale 128 out of 199 for Wales Jared M killing it right now Nice one there on the Wales combo spot Silver Nuera is Ider Milachau I believe that's how you're going to say that for Brazil Nuno Mendez Rookie for Portugal Silver Montessar Taube for Tunisia Musa Diabe Minjay Kim base Blue is going to be Pervis and Stupanyan to 299 for Ecuador That is Jesus Pereira United States Renato Sanchez Is that a mojure? No it was not a mojure Farin Torres for Spain Nice one there on the silver Felipe Coutinho for Brazil Denzil Doomfries and base Let's do a quick recap here Congrats everybody This is a great way to start this off We had our autos We're Jury and Timber for Netherlands That's Adrian Rabiot for France and Ledley King international ink for England Then we had a Robert Lavandowski on the National Pride for Poland and we've got Karim Adiyemi 5 of 5 on the Rookie for Germany That'll do it for the break there guys Thanks again for getting this filled Going on to the next one Just a second


I feel the glory rise, glory rise. Well, I appreciate all of you just sharing this and being here with us. And it's beautiful. It's what it's all about, just feeling that rest in your heart. Like everything's just alright. And that's what we want to hear regardless of the form of things. And actually anything that occurs or seems to occur in this world, you can see it with the Holy Spirit. Absolutely anything. It doesn't matter what it is. I'll close tonight by telling one of those parables from the life of Lisa. She called me up one day and she went to work in Mount Joy. That's where her business was. She was the CEO of a company that started with the word abundant. It was based in Mount Joy. And she was, I think, right in nearby town. She lived in Mannheim and very close to Mount Joy. She was in a small Pennsylvania town. And she was just in her glory one day sitting in her car. And she was in her car and then she just was sitting there and just smiling and happy in her car. And she heard an explosion. It was an explosion and she started, it sounded like one of the buildings or something had exploded somewhere. And then it was another one. And then another one. Another one. It was a series of successive explosions. And she's like really like looking around and she's just really happy but she's looking around to see what's going on with all these successive explosions.  That the car rear-ended her and the car behind rear-ended and the car behind rear-ended and the car behind it. She was so in the glory she didn't realize.  One after the next. She hops out of her, she's so in the glory. She hops out of her car and people start to get out of their cars and they came up and the first one that comes up to her and Lisa goes, Lisa goes, it's a miracle.  It's a miracle, it's a miracle. And the lady's like, what? And Lisa says, it's all our mind, it's all thought. We asked for all of this. This is the next words that come out of her mouth. And the lady goes, she goes, she goes, you are exactly right. I drive this clunker of a car. My husband only lets me drive this clunker even though we've got a brand new car and I was just thinking a block ago, why am I in this clunker? I don't even like this clunker. I don't want to drive this clunker. This is talk, all minds are joined. We aren't kidding. If you can imagine a pot and the lady goes, you are exactly, this is a miracle. She looked at it and I didn't want to drive that clunker. I was just thinking, my husband out there, him giving me this thing to drive and everything. She said, it's a miracle. So then the next person comes out and they go, it's a miracle. And they go, yeah, it is. And they just start laughing. And the next person comes and they start laughing. So meanwhile you've got like five or six people all on the side of a massive collision and they're all laughing. And then the cop shows up. And the cop walks up to them all and they're all laughing. And the cop can't help but break out in the biggest smile, like, you people. You know, like, what are you on? These cars all crunched up and people like by the side of the road are laughing. And, you know, how they say laughter is contagious. Well, the miracle is contagious because we're all one mind, really. And if you hold the thought and you're really in the miracle, it just has to reflect. The mind is so powerful, it has to reflect back. So that's one of those parables that I tell people a lot because it's so striking, you know, people would say that's just amazing. It would be amazing for one person to hop out of a car and go, it's a miracle. But for the rest of them all to do it and the cop to all fall into this thing and be aware that it was all just a collection of thoughts and why don't we just rejoice in the glory, you know, in the happiness. And so those are the kind of stories and parables that show you the power of your mind that it's always a choice, regardless of what seems to be happening. There's always a choice and you can always see it from that miraculous perspective. And isn't it great that here we are doing the mind training and that we're opening to that frame of mind, that perspective, that glory, you know, to really be able to feel that. And we've all had glimmers of that. I remember some Dari telling me that when your husband passed away, it was this beautiful process who stayed with this seemingly dead body and had all of these wonderful healings and it wasn't a typical scene of a wife grieving over a husband and sending him off to be embalmed and this and this. It was a long process of healing and really a glorious process that you've told me about in great detail. So, that's just another kind of extreme example for most people they would say, well, that's just bizarre. Some people might call it bizarre, but it's not bizarre at all. Miracles are natural. When they do not occur, something has gone wrong. That's what we're shifting into is expecting miracles, expecting the miraculous, always. And when they don't occur, it's like, oops, realign here. And I'll close tonight with a parable from my friend Axel who, at 9-11, when Twin Towers had come down and after a number of days, there still was the dust and the stench and the twisted metal and all the powdery stuff all over and everything. He and a group of course of Miracle students were guided to walk into right into ground zero. And he told the parables they were walking in closer and closer, getting closer and closer to blocks in New York City closer to ground zero. This wasn't that long after it had happened. I think it was maybe 11, 13 days after. As he got closer and closer, he was just in this miraculous state of mind and he was so happy and so much in God, just in the glory of God walking right into ground zero. He got to a certain point where from the side came this, it was a Japanese man wearing a plaid sports coat and the Japanese man crossed right in front of him and his head was hung over and he was just shaking his head. He was so, so terrible. He seemed to be mirroring a sense of tragedy with his head down and shaking and kind of his gaze very despairing and everything. And my friend Axel looked at him and had the tiniest wisp of the thought go through his happy mind. He was so happy but he had a wisp of the thought and the wisp of the thought was I wonder if my joy could be an affront to this man. I wonder if, talk about the verses teaching us true empathy stay in the joy joy is all that there is God is joy, you are joy but he had the tiniest wisp of the thought I wonder if my joy could be an affront to this man and he said as soon as I had that thought he felt the heaviness of the dust in his nostrils the heat burning on his lips and the stench the smell hit him like wham he suddenly was back in a human perspective with the tiniest of thoughts I wonder if my joy could be an affront to this man and I said what did you do and he said I called on the miracle I said God help me he was just like it was just such a contrast experience from what he was in so he called on the miracle he just closed his eyes he said please help me Holy Spirit help me from the bottom of his heart please and he said I I just was lifted right back up into the miracle so then I said what happened then he said well I opened my eyes and the Japanese man was staring me right in the eyes it was like his eyes and my eyes were right there we were just looking at each other and I said what happened then the Japanese man smiled and he spoke almost like in a rhythm like almost like a rap rhythm in English I said what did he say and he smiled and he said I can see by the way that you feel that you know that none of this is real now when we tell you that perception is not a fact it's an outward picture of an inward experience and the miracle is an inward experience and everything you perceive in the world is a reflection of what you look inside first and then you look out that's a great parable great parable for the power of the miracle because that reflection back was just a beautiful witness of the shift of mind it's all about a shift of mind a shift of perspective that's really what the miracle is it isn't walking on water it isn't turning water into wine and parting the red sea and all these things those can seem to be very extraordinary things but really a miracle is simply that realignment with God and then accepting the witnesses that come forth and so really your whole life on earth is simply for one thing we are collecting reflections of miracles just collect as many as you want and as many as you need and are they convincing? they are I've gone around the world to 28 countries and I've been collecting lots of them over the last 25 years and that's what convinces us we need to be convinced we've been hoodwinked you know we've had I once was blind but now I see we've been blind because of this egoic belief system that we've held on to we've drawn forth these crazy witnesses of victimization separation and everything and now it's time to turn the tables on the ego and draw forth miraculous witnesses and I hope that your visit here there has been just that that's what we're all about that's what we're doing here that's the focus and it's practical we're not just saying all is love all is God but it's really we'll talk about everything that's involved in that shift of perception because it's that important so instead of saying that case I'll see you tomorrow and good afternoon and good night


Thank you all for being here today. Just going through the stage to drop this here. Well, good. I'm really happy to be here. And today I would like to talk about a really specific and technical subject that is train, deploy, and use deep learning on an edge device. But this title is a bit misleading because I could have rephrased it into why is it so hard to actually make money or use an artificial intelligence application? First of all, what are we talking about when we talk about artificial intelligence? And I need to thank the former speaker for that because it's quite a good introduction to my talk. The thing is, it's pretty hard to have a formal definition of artificial intelligence. Actually, there's none. But hopefully, if you think of it as a context, you have a couple of words that are often associated to artificial intelligence. And in the previous talk, the one was deep learning. We hear that a lot. Deep learning and artificial intelligence combine all the time. But also, you can hear that is used for recommendation systems, for example. But if you step back in a couple of decades ago, artificial intelligence was all about data mining. It's a bit outdated now, but it was fancy in a time. But today we talk more about supervised and unsupervised learning, also reinforcement learning that we talked before. And you can apply them to many, many different fields such as predictive maintenance, chatbot, computer vision. And so forth and so on. So they do like buzzwords, right? But if you look at them, you realize that you can split them into two different families. On the left-hand side, you have the math. You have the tools to help you do the actual task. And on the right-hand side, you have the task itself. And when you look at the task, you realize that if you are to do it yourself, you need to think. You need to use your brain. So basically, whenever you use math and machine learning, for example, and especially today, apply to a specific use case that requires cognitive load. This is basically artificial intelligence, at least in the scope of the presentation. So basically, artificial intelligence is just machine learning in application or an application of machine learning. So knowing that, if you want to build your own application of machine learning, you probably think you're going to spend your resources this way. You're going to spend a lot of time and a lot of money to hire top-notch data scientists to work on an excellent model to make sure that it has the greatest performances ever. And once the model is trained, while you're going to do some wires and pipes, just make sure that it runs on an information system, maybe a small web application to serve the model to the end user. And if you feel like so, maybe a bit of monitoring just to know if the model is good, if it's been queried a lot, and so forth and so on. Well, this is quite the misconception here. According to Google, this is what a machine learning system looks like.  But the thing is, and you guessed it, the sizes of the tiles are actually related to the complexity of the task it's asked. You can see that you have three different types of tasks. Yellow is about machine management infrastructure. Deep blue is about data handling and data transformation. And light blue is about ops, how you run the actual application. So it's a bit counter-intuitive to think that a machine learning application is solely about machine learning itself, but so much about code. Well, I would like to use a use case to exemplify this. I want to use a Raspberry Pi that is a small computer here. And well, Raspberry Pi are really, really interesting computers because they're cheap, they're 35 euros, and their capabilities are roughly the capabilities of a computer from the beginning of the century. So you can do a lot of stuff, and they come with a lot of accessories that you can plug into the Raspberry, such as a digital screen here, digital touch screen. And so the use case is I want to draw something on the screen, and I want the Pi to tell me if it's a car drawing or not, right? And in order to do so, I want the Pi to use deep learning, a neural network. Pretty simple, and I'm not going to be a millionaire with this ID, but hopefully it's enough for you to understand what I'm trying to say here. So first and foremost, I said that I need to use deep learning and neural network to do so, so I need to train the model. And I'm not going to lie to you, actually data availability is a thing in machine learning, so the data availability made the use case and not the other way around. I use the data from the Quick Draw application, this is a Google application, and basically just ask you to draw something on your phone, and you have 20 seconds to do so, so maybe a car, maybe Mona Lisa, maybe the Great Wall of China, and then while Google decided to store all the data with the actual label, with what you're supposed to draw. They open sourced the data set a couple of years ago, and it is great quality data if you want to play around, especially with drawings. The thing is, I do have the data, but now I need to train the model, and training a model is actually really, really expensive in terms of computing power. I tried to train the model on the Raspberry Pi and actually the car burned, the computer burned. So you need to have a computing power on demand because you don't want to spend too much money on a machine that you're going to use a couple of hours, so you just go on the cloud, that's how it goes today.  I chose AWS because the application is Google, so it kind of events the debate. It's pretty easy to have the right machine to train your model within minutes. Last, but not least, I'm not going to code the entire training process, it's really hard, it's really cumbersome, and actually so many people have done it before through frameworks, and the one I use is Keras on top of TensorFlow. There's many of them, if you want to use PyTorch and MixNet, whatever you can do, but they help you to code the training process. And within 20 minutes and 50 to 60 lines of code, I do have my model that is trained and that is good. So it's pretty fast, pretty easy, and I have my model telling me it's a car drawing or not. So it's just the first phase now because I said I want to use the model on the Raspberry Pi. Well, I need somehow to put it on the Pi. And you can think that the model is easy to put there because I just need to know, just don't allow it on the Pi, but it's not the case. Unfortunately, a neural network and especially, well, it's also true for all the models, is not just something completely abstract that can run anywhere. Actually, it has some sort of a footprint of where it's been trained and what types of machine has been used. So the thing is I can't just download the model on the Pi. I decided to do something quite difficult, in fact. I decided to simulate a Raspberry Pi on my computer and on the simulation of a Raspberry Pi, such as the simulations we mentioned before, I decided to download all the stuff that I need, the languages, the libraries, the frameworks, and the model itself. And when I'm sure on my computer that can run, I just package the image on an SD card and I plug the image into the Raspberry Pi and it fires up. Funny thing is it took me 20 seconds to explain you how I did that. The thing is it took me two months and more than 500 lines of code and also three different softwares. So it's 10 times more difficult than just training the model with respect to the numbers of lines of code, right? But still, I managed to do so. And there's one last step, because if you want to use the model on the Pi, well, you need to build something around it, right? You need to take into account the screen itself, take the drawing, process with the model if the drawing is a car, and make a decision. If it's a car, you just serve something to the end user to say it's a car and if it's not, it's the same thing. So you still need to write an application, you know, to have some sort of wrapping around the model and this application on the Pi is also a couple of hundreds of lines of code and this is five to six times more complicated than just training the model if you assist the difficulty with respect to the lines of code. But still, I made it too. But hopefully you can understand that it's not just about the model. So why is it that the application is not the model itself? Well, if you look at the value chain, that is, every time I query my model, I want an answer from the end user point of view, the value chain is quite long. The first step is actually quite simple, but it's a bit apart. So you do need to have an environment where you have the data, the infrastructure and the frameworks to train your model and to have this artifact, this object. So this part is all about data verification, collection, feature extraction, a bit of machine resource management too because you will be on the cloud. So you need to operate machines on the cloud. And of course, there's a bit of machine learning code, the 50 lines I mentioned before. From this point on, I still need to deploy the model and you will see that it's nothing about machine learning. So I said that I need to put on the Raspberry Pi somehow and this part is all about configuration and process management tools. Configuration, because I need to make sure that the environment on the Raspberry Pi is the same as the environment on the training environment. And this is quite difficult, actually. Those are the 500 lines of code. Once it's done, well, you can start the value chain from the user point of view where you want to have the decision about the drawing itself. So the user generates a drawing on the screen and then you want the application to catch this drawing, transform the drawing and extract the features that are required by the model to make the actual prediction. And this part is nothing about machine learning itself. It's all about data collection, verification, feature extraction, and also a bit of resource management because you need to play with the screen, maybe another application. You need to make sure that the different tools are working together. Once it's done, there's this loop between the application and the model itself. So the application is going to serve query the model with actually the features where you want a prediction on and then you're going to have an output that most of the time is going to be a probability. So this part here is really important. It's all about serving infrastructure. How the application is going to communicate with the machine learning model itself. Here on the pie, it's on the same machine through the same process, but it can be on a different machine. Maybe your model is going to be, I don't know, reachable by an API. Maybe you're going to have several applications querying the same model on only one machine. So this part is really important and there's also a teeny tiny part about machine learning here because the actual prediction is going to be made by machine learning code. And actually in Python, and most of the time in all programming languages, it's just one line of code that is pretty simple. It's a function that is called predict. So once you have the output, the probability, well, this is not the end because you're not going to serve a probability. You don't know what to do with it. So the application needs to make a decision with this probability. And according to this probability, say if I have a 60% chance to be a car, I'm going to say it's a car. If I have 30% chance to be a car, I'm going to say it's not a car. And in between, I'm going to say, well, I don't know, make another drawing, right? But you need to serve this information to the user. So you can see that all those five different steps are all part of the value chain and that you have this huge part of the value chain on the right-hand side that has nothing to do with machine learning. And especially, it's really difficult because all those steps do have different life cycles, but they're all part of the value chain itself. So you need to make sure that you combine them the right way. And in order to do so, you need to automate those steps with code and not only machine learning code. And I would like to finish with that. You have two advices to give you today if you want to make machine learning applications. First, you need to have code everywhere. You need to automate the entire process of the value chain, not only just the training part of it. And second, sorry, if you want to make this application, well, start with the right-hand side of the value chain. And even if the model is not good, even if it's just a simple model, saying it's always a car, just do it so that you integrate the model on your production environment and hopefully you can iterate on the model afterwards. And if you do so, you're going to be successful with building your machine learning applications. Last, I do have the Raspberry Pi.  So just feel free to ask me. Thank you. Fascinating talk. Tell me more about the Raspberry Pi car races. How do they come out and how do you train the cars to compete? That's great, actually. So it started in the US, actually, and in France we just copied the US. But the goal of the competition is to have a small toy car to be autonomous on a race, right? So you need to have three laps on the fastest you can. And to do so, you have to use deep learning, actually. So those are pretty simple rules so you can do a lot of stuff around that. And actually it's pretty cool. It's been on for two years now. And you can have different strategies. You can just train your model with real-world data. I decided to go with the simulation and working a lot on reinforcement learning, too. And which is cool is that the competition is just an excuse. This is just a way of bringing people together, discussing about these, and making sure that we have fun working on machine learning. Awesome. Sounds fun. Thanks, Council. Thank you. Great talk. Thank you.


Important problems confronting the country today is that of gasoline rationing. We must all conserve as much gas as we possibly can. Yes, but boss, we never use more than... You see, Rochester, the gasoline shortage is not a product shortage. The problem is one of distribution and transportation. And it's up to us to get more miles out of every gallon of gas that we use. But boss, your Maxwell gets over 80 miles to the gallon now! My car is an exception. Now, Rochester, even in the states where gasoline isn't rationed, people must cut their consumption to the minimum. But, Mr. Bennett... They can do this by organizing their shopping to avoid unnecessary trips, driving under 40 and keeping their carburetors adjusted. That goes for us too, so adjust our carburetor, Rochester. We don't have to, boss. We're using it for a radiator cap. Well, put it backward, belong. And remember, Rochester, we should all do our bit because everybody, without exception, is a part of this war F. J-E-L-L-O! The J-E-L-L-O program presented by J-E-L-O and J-E-L-O Pudding, starring Jack Belly with Mary Livingston, Phil Harris, Dennis Day, Rochester, and yours truly, Don Wilson. The orchestra opens a program with salute to Gardner Field. It was more than 40 years ago, friends, that the first package of J-E-L-O was handed across a counter, carried home, and served to a delighted family. And in the years since that first family enjoyed J-E-L-O, this swell dessert has been many times improved. Now, today, it's been made even better than ever because by means of a new J-E-L-O process, J-E-L-O's grand goodness is locked in, protected for your added pleasure. Every package of J-E-L-O that you buy today gives you extra enjoyment thanks to this new J-E-L-O process. Every radiant, shimmering mold of J-E-L-O that you serve your family these days is more delightful because J-E-L-O now brings you a new high in flavor. Gives you J-E-L-O at its riches, at its very best. Let your next package of J-E-L-O prove to you that J-E-L-O's flavor really is locked in. Open the package. Notice that there's no telltale aroma, no sign of escaping flavor. Then dissolve the J-E-L-O and out will come J-E-L-O's captive flavor in a rush of richness. Get J-E-L-O tomorrow. Its flavor is locked in so it's extra good. For the orchestra. And now, ladies and gentlemen, on his final appearance for J-E-L-O, we bring you that delicious comedian with the locked in bank roll, Jack Benny. Thank you. J-E-L-O again. This is Jack Benny. J-E-L-O-ing again for the last time. Next season, it'll be Grape Nuts Flakes.  After 35 weeks, I'm a little slap-happy myself. You're right, Jack. People don't realize how strenuous radio can be. I tell you, I'm warned to a frazzle. Well, Don, you're the biggest frazzle I ever saw. Anyhow, we've got a very important sketch tonight, so let's get started. Is everybody here? I am. I don't know about Dennis. I'll go out and get him. You're here now. Say, where's Phil, our proud father? He's over in the corner practicing. Practicing what? Making three-cornered pants for the tanker chief. Oh, yes, yes. Hey, Phil, come over here. Okay, Jackson, be right with you. And take those safety pins out of your mouth. My goodness, you're certainly getting domestic all of a sudden. Now, fellas, the reason I wanted you here early tonight is because we're going to do a very important sketch. A cavalcade of eight years with Jello. Gee whiz, Mr. Benny, have you really been eight years with one product? That's right. Remember when you first started out? You had eight products in one year. They hated me then. No kidding, Jackson. Did you have eight different jobs your first year in radio? Yep. I went on the air for Bixby's Biscuit Batter, Belcher's Buggy Whips, the You Walk Up and We'll Come Down Clothing Company, Happy Hour Auto Courts Incorporated, Corrigan's Classy Corn Beef, the Easy Pull Zipper Company, and Moxley's Mucilage. Ah, those were the days. Moxley's Mucilage. I use that all the time on my hair. Mucilage? On your hair? Yeah, mine's not going to fall out like yours did by golly. Now, wait a minute. My fine hair didn't fall out. It was pulled out by a beautiful waitress in Lincoln, Nebraska. You want to know? Well, let's get going with our big production, fellas, so everybody pay attention. You too, Dennis. Okay, hold my grunion. Put that fish back in your pocket. And now, ladies and gentlemen, since this is our final appearance for good old Jell-O, we have prepared a cavalcade of eight happy years with America's favorite gelatin dessert. Here are the highlights which we hope you will remember. Take it, Don Wilson. Ladies and gentlemen, during our long and pleasant association with Jell-O, we've had many memorable situations. And one of the outstanding among them was the first time Jack Benny met Rochester. A few years ago, Jack and the whole gang were en route here by train from New York. And Rochester was a Pullman porter. A Pullman porter, if you remember, who didn't know where Albuquerque was. Gee, they were a long trip. Jack, look out the window. They sure dressed funny here in Hollywood. Those are Indians. This is New Mexico. Oh. Hey, Porter. Porter. Yes, sir? What time do we get to Albuquerque? What? Albuquerque. I don't know. Do we stop there? Well, certainly we stop there. My, my. Hmm. I better go up and tell the engineer about that. Yes, yes, do. What's the name of that town again? Albuquerque. Albuquerque. What are they going to think up next? Albuquerque is a town. You better check on that. I know what I'm talking about. Now, how long do we stop there? How long do we stop where? In Albuquerque. Many of you will remember the series of sketches we used to do called Buck Benny Rides Again. Mary was Daisy Carson. Phil was Frank Carson, her father. And Jack was that Rootin, Tootin, Shootin, Galootin, Sheriff Buck Benny. Well, here's the Carson house. Woo, partner, woo. Catch you while I'm gone. Thanks very much. I got a talking horse and Borderville has to be dead. I hope Daisy's home. Come in. Hello, Daisy. Hello, tall, dark and bull-eggared. Well, gal, you wouldn't exactly have any trouble straddling a barrel yourself. Say, Daisy, how's your pappy? Been drinking much lately? Only when a snake bites him. Well... And if they don't, he teases him. By the way, Daisy, where is the old boy? He was tapering the room here this morning and that's the last time I saw him. Gosh, this is new paper, ain't it? Wait a minute, what's that big lump there on the North wall? Here comes pappy. Hello, Frank. Hello, Buck. Is the blackout over? What blackout? You've papered yourself on the wall.  How many you figure they got? I don't know.  Can't tell you, Buck. They're facing the other way. Then let it go. Well, don't worry, Frank. I'll find them cattle before the sun goes down. Buck, bet he rides again. Gravel voice and the divine took a trip up to San Francisco to join us and the next day he told Jack all about it. Well, Andy, I didn't expect you up here in San Francisco. You told me you couldn't make it. Well, I didn't think I could, Buck, but Ma and Pa wanted to come so I thought I'd treat them to a little vacation. Oh, what did you do? Motor up? No, we took the night train. Ma slept in the lower berth and Pa and me shared the upper. Well, two of you had an upper berth. You must have had trouble getting undressed. Undressed? We couldn't even get our hats off. That must have been awful. Well, we wouldn't have minded that so much, but our dog wouldn't get off the pillow. Oh, your dog was in there, too. My goodness. Yes, she should pick a fine time to have pup. For heaven's sake. And, of course, the cavalcade of Jello would be incomplete without some mention of the Benny Allen feud. It all started when Fred Allen accused Jack Benny of being unable to play the B. On one of our most memorable programs, it occurred when Jack explained how he had once saved Fred's life years ago in Volterville. Allen had been rushed to the hospital and the doctor was telling Jack that his condition was critical. Mr. Benny, when Fred Allen was juggling that cannonball and it dropped on his foot, it severed the femur and part of the tibia. Well, heavens to Betsy. And there's only one thing that can save his life. He must have a blood transfusion immediately. A blood transfusion. Thank you, Butterball. Well, doctor, if my blood can save Allen's life, I am ready. Are you ready, Mr. Wood? Yes, doctor. Then hand me that ice-pick. Wait a minute. Don't I get an anesthetic for this? Yes. Oh, nurse, fan Mr. Benny with a herring. You do. I'll snap at it. Make it quick, doctor. All right. I'll just have this vein here and attach a hose to it. Go ahead, doctor. I'm not afraid. I'm in awful pain now, folks. See what I went through for that rat? There we are. All rightness to it. Open the valve and draw the blood. Yes, doctor. Oh, my goodness. In the last eight years, the Jello program has satirized many great motion pictures. And one of the most successful of these parodies was Lost Horizon, in which Jack played Ronald Coleman's part, that of a man who had found Shangri-La. Remember the scene where Jack met the Grand Lama? Come, my boy. It's growing late. And I promise to present you to the High Lama.  Isn't he awful wrinkled? No. We have impressed once a week. Gazooks. Quiet. The High Lama approaches to greet us. Be prepared. 900 years old. She must be all dried up. Yes. Don't light any matches around here. Oh, boy, am I nervous. You will not harm you, my son. Here he is. Behold, the High Lama. Your Excellency, I beg to present Jack Benny. Your Excellency. Hyperman. Quiet. I'm a Lama now. Well, tell me, Schlepp, how are you doing in Shangri-La? Oh, Jacky, boy, am I making money? Everybody here lives to be at 300 years old. 400, 500, there's no limit.  What do you do? I sell birthday candles. Birthday candles? You must be making a fortune. Say, is your wife here with you? Who else could make me 900 years old so quick? Oh, that's right. Well, kiddies, I got a title along now to the Shangri-La Airport. Oh, do you have an airport here? Yeah, this is where the bombers leave for Tokyo. Oh, yes, I heard about that. Three years ago, a young man named Dennis Day joined the program. Dennis didn't say much in those days. His mother handled most of the conversation. Perhaps you remember his first appearance. Well, how do you do, Mrs. Day? Come right in. Thank you. Come along, Dennis. Well, I'm glad you found the studio all right. Did you take a cab like I told you to? Yes, it was $1.65. Here's the slip. Oh. Oh, well, I don't mind. Then smile. How can a baritone have a tenor for a son? Oh, uh, Mrs. Day, I want you to meet the, uh, Mrs. Day. Yes. I want you to meet the members of my cast. How do you do? And this is her little boy, Dennis. Say hello to the people, Dennis. Hello to the people. Oh, fine. Now, Dennis. Yes, please. What song have you selected for your debut on the Jello program? I'm going to sing a- He's going to sing a delightful new number entitled When You Wish Upon a Star. Now, before you sing, Dennis, I thought our audience would like to know your age. How old are you? 59, including mother. Well, that's, uh, that's not, uh, what I meant, but let it go. Now, go ahead, Dennis, we're all anxious to hear you. Uh, this is the microphone. How do you do? Why? Why, you are nervous.  Now, remember, Dennis, breathe deeply. Yes, mother. Don't forget the words. No, mother. And come here. Let me fix your tie. Oh, don't, uh, don't bother, Mrs. Day. You know, this isn't television. You're quite fortunate, Mr. Benny. Ha, ha, ha, ha. Very good, Mrs. Day. Sing, Dennis. Oh, boy, I'd like to give her a hot foot. When you wish upon a star makes no difference to you. And now for the second chapter in our cavalcade of jello. Ladies and gentlemen, most of you remember the letters and telephone calls that Mary used to get from her mother. One of the most amusing of these calls occurred about four years ago when... I'll take it. Hello? Who? Plainfield, New Jersey? That must be for you, Mary. Oh, gee, I'll bet it's Mama. Yeah, tugboat Annie is on the wire. Oh, hello, Mama. Gee, this is a surprise. What? You've been listening to the program? She should be critical. What, Mama? She was thrown out of the floor a sex debt for having an anchor tattooed on her leg. Look, Mama, we're going to walk Keegan in a few days, so why don't you and Papa come and visit us? You can see the premiere of Jack's new picture. Oh, I don't know, I'll find out. Jack, are they going to... No, certainly not. No, Mama, no free dishes. Tell her to stay home, Mary. I'll be busy enough this week.  And here, ladies and gentlemen, is a routine which I'm sure all of you will remember. The quiz kids were on the show at the time, and right in the middle of it, Rochester called up with startling news. Here it is. What about my polar bear, Rochester? What's Carmichael done now? Well, he was supposed to be sleeping in the basement, and the gas man went downstairs to read the meter. Yes? Oh, my goodness. What happened to the gas man? I don't know, but I doubt if we're going to build this month. Now, that's silly. Carmichael wouldn't hurt a fly. He was just playing, that's all. Yeah, but where's the man? Stop being so pessimistic. Now, look, I forgot to feed Carmichael this morning, and he must be pretty hungry. So give him some roast beef out of the icebox. Uh-huh. But don't let him eat too fast. This is his first meal today. His second meal? Where's the man? About the gas man. Forget about him. We of the Jello Gang have made a lot of trips to New York, Palm Springs, Yosemite, and various naval and military posts. But some of our most hilarious moments have been spent right at Jack's home in Beverly Hills. And when we speak of Jack's home, we can't forget Jack's bewildering border, Mr. Billingsley. Oh, Jack, here comes your border. Oh, yes. I wonder why he's wearing that turban. Uh, hello, Mr. Billingsley. Good afternoon, Mr. Benny, digging in your garden, I see. Yes, yes, I thought I'd get started early this year. I do hope you plant pistachios. They're delightful. But, Mr. Billingsley, pistachios are nuts. Well, who isn't? Oh, I didn't look at it quite that way. Well, goodbye, Mr. Benny. I'm going out for a little stroll. Goodbye. Oh, by the way, Mr. Billingsley, you look just like a Hindu. Is that a turban wound around your head? No, that's a bed sheet. I slept like a top last night. Well, we've got to run along to the studio. See you later, Mr. Billingsley. Goodbye. Goodbye. Oh, thanks. I never touch it. I wish I could figure him out. Oh, well. And folks, one episode which many of you will remember and which I personally will never forget was the time I invited Jack over to my house to meet the little woman. But unfortunately, I forgot to telephone her ahead of time. And for weeks afterward, Jack kept saying to me, Call her up, your wife. Call her up, I said. If I said it once, I said it five times. Let's not barge in on the little woman. But no, you had to be a wise guy. Call her up. And now, ladies and gentlemen, as our sentimental journey approaches its conclusion, many of you may like to hear again a portion of one of our popular New Year's fantasies. Jack, you remember, always plays the old year in these annual playlists. And as we tune in now, it's almost midnight, December 31st, 1941. And the little New Year is waiting to make his entrance. There's the fourth stroke of midnight. Come in. Hello, young fella. Are you the little New Year? This ain't a sarong, I'm warren. Hee hee hee. That's good. You're gonna need a sense of humor, kid. Come on in, I want you to meet Uncle Sam and his wife, Columbia. Glad to know you, folks. Hello, Sonny. How ya, Bob? Make yourself to home. Well, son, I hope you've brought some good things with you. You like staying in this house. It's the finest home on the block. I'm glad to hear that. Well, you better be moving along, old timer. I've got work to do. Yep. Might as well be mowing along. But before I go, I want to give you a little advice. First, take good care of Uncle Sam here. Let him get mad when he wants to, but see that he don't fly off the handle. Them girls don't test you. See what I mean? Take care of his friends, Mexico and Brazil and all his good neighbors in the south, too. And don't forget that Dutch uncle he is. Leave it to me, old timer. And look, you may have to put out the lights here in the house once in a while, but see that that torch at the front gate is always burning. And say before I forget it, Uncle Sam's got a nephew named Franklin that's taking mighty good care of the old boy, Andy Sam.  So keep an eye on him, son. Give him all the help you can. Franklin, huh? I'll write that down. As long as you're writing down names, here's another one for you. Put down Winston. Winston? Yep. Franklin and Winston. What are these two fellows' last names? Ain't necessary, son. Everybody knows them. Anyone else? Well, let's see. You can put down Chiang Kai-shek and Marshall Timoshenko. Nice fellows, believe me, they're just as tough as they are to pronounce. I know there's a lot more of them, but Sam will give you their names later. Well, got to be leaving. So long, Sam. So long, old timer. Here I go. So long, 41. So long, Columbia. Keepin' flyin'. That you'll want to add to your favorites the very first time you try them. The name of this treat is cherry fruit pudding, a tempting blend of juicy red cherries, golden grapefruit, and rich tart cherry jello, and what an easy dessert it is to make. Simply dissolve one package of jello imitation cherry flavor in one pint of hot grapefruit juice and water, and chill until slightly thickened. Next, fold in one half cup each of diced grapefruit sections and seeded fresh cherries half. Then mold and just see what a hearty welcome this swell dessert gets from the whole family. The tang of fresh juicy cherries and the sunny flavor of grapefruit combine beautifully with the delightful goodness of bright crimson cherry jello. So try it soon. Tomorrow order cherry jello and be sure you get genuine jello because jello's flavor is locked in for your added enjoyment. Well, folks, that was the last number of the last program that this gang is doing for jello. And we'll be back on the air the first Sunday in October at the same time on the same network but broadcasting for Grape Nuts Place. In the meantime, have Grape Nuts for Breakfast and jello for dessert. Now, before I go, I'd like to thank all of our listeners, my cast, my sponsors, and my writers, Bill Morrow and Ed Beloin for their splendid cooperation and support. Good night, folks. See you in October. The jello program is broadcast each week by Shortwave to our Armed Forces throughout the world. The same folks who make jello make jello puddings, rich, luscious puddings with a real old-fashioned homemade flavor. There's jello vanilla pudding, a wonderful dessert, smooth, creamy, and mellow, and simply brimming over with the flavor of real vanilla. This delicious pudding makes a grand creamy filling, too, for pies, tarts, and cakes. And it requires no additional sugar to make. When you order jello, ask for jello puddings. Jello puddings are just like grandmas, only more so. This program came to you from Hollywood. This is the National Broadcasting Company.