We are continuing on data smoothing, we took the aluminum tensile test data and we smooth on data ourselves and calculated the measures like modulus and strength and so on. But it is also possible to smoothen the data using some of the existing libraries and Erisar's book gives lots of these details. So in this session we are going to take two of those commands that is given libraries that are given in Erisar's textbook, we are going to use them and we are going to use those function calls to do the smoothing of the data on aluminum and I will show you the difference between the two and how they differ in terms of how they smoothen the data out. So the first one let us read the data and use the library tidyverse and DS labs and you have to give a measure called span and this is equivalent to the, this is like the bin that we gave earlier and in this case what is done is that you take the data and you try to fit them, you split the data into many different smaller portions and you try to fit these given data and using that and you do a box average and you get the smoothened version here. So let us run this and so here is the data that is given and it is better if we zoom in. So here is the data that is plotted and here is our smoothened curve that is plotted but if you see in these regions, this smoothing actually also follows these noise. So if you just look at the fitted curve, let us, so you will see that there are these small bumps that you see even in the fitted curve. So it is not strictly for example here, it is not really that smooth. So one of the things that you can change is by changing these parameters you can try to get better fit. There is also this other way which is L-O-E-S-S which is used to do the fitting which will give you much more smoother fit and this is also from Irizar's book and this is also there in Tidyverse and DS Labs library and so let us do this fitting. So we have got the QQ norm to show if it is a straight line and so this is the residuals it is really not that normal and of course we can. So this is the linear portion that we are fitting and these are the data points and that is the fit and summary fit will tell you the coefficients that you get. So here also you get 683 like we pointed out earlier so the stress is in MPA the strain is in percentage so 683 would be 683 into 100 MPA. So that will be 68305.73 MPA that will be 68.3 GPA and that is the Young's modulus for aluminum that is known. So we are getting the right number and if you want to get the error in that quantity so of course this is 200 so it is 683 688.3 plus or minus 0.2 so that is the error that we are getting in our estimate of the modulus. Of course we should also plot the other one smooth and data in this case and you can see that now all these different bumps have sort of disappeared and this is a much better smooth and data and that is what you also see here. So this is the one where you see the wiggles but here is one where you see that all the wiggles are evened out and you get the proper curve and so this fittings also give you the same modulus namely 68.3 and in the case of brass data if you do you will get about 100 GPA as the Young's modulus of the brass sample on which the tests are conducted. So these are different ways of doing smoothing and like we have mentioned it is a good idea to go to Erie's book and learn more about smoothing it is useful for analysis of data it also leads you naturally to machine learning algorithms and we have also been indicating how manual intervention is needed the way we are doing the analysis but the machines already do without any manual intervention some of these calculations and give you the parameters. So how do they optimize these magic numbers like how many bins over which you have to average and things like that or is there a way that you can write a program which will do it automatically and from the different fits that it gets or different parameters it evaluates it will decide what is the optimal parameter using which it has to calculate these quantities and report it to you. So that is slightly more involved exercise but it is an interesting and useful exercise for you to do. Thank you.


Hello David Digger Hernandez here and welcome to Spirit Church today.  I I don't pray like I used to pray I don't seek you like I used to seek you I don't I don't even know how to manage my schedule to seek you like I used to seek you But God is going to help you today and you're going to receive that breakthrough and some of you Though you've been praying consistently you've been you've been desiring and hungering you say Lord I want to enter into the depths of prayer like I never have before well Whether you're someone who's fighting to reclaim your prayer life or someone who's desiring to go deeper Who's been faithful with this prayer life? I want to encourage you today to receive from the word of God go with me John chapter 14 verse 26 This is what the scripture says. Thank you Stephen But when the father sends the advocate as my representative that is the Holy Spirit He will teach you everything and will remind you of everything that I have told you I love the way the King James puts it. He talks about the Holy Spirit Reminding us and revealing to us the truth. He reminds us of the truth and he reveals to us the truth So the Holy Spirit has a two-fold job He reminds and he reveals He reminds you of the truths that you know and he reveals the depths of God in prayer and the word in worship as We begin to seek the Lord as we begin to find those places of prayer where we're connecting with God on a deeper level And truly fellow shipping with the Holy Spirit. That's where the Holy Spirit can teach us things I believe that God entrusts Secrets because the scripture says that the secret of the Lord is with those who fear him I believe that God entrusts secrets to the faithful. God gives revelation to the faithful. God gives understanding to the faithful He is as he said to Abraham are exceeding and great Reward often we pray to try to get something or pray to try to get somewhere or pray to try to get a breakthrough And so on not realizing that prayer itself is not a process. It is a relationship Prayer isn't traveling to somewhere prayer is the destination prayer in it of itself is heaven on earth Prayer in it of itself is all that you could ever desire prayer in it of itself is the connection of God that you want It's enjoying that fellowship for which Jesus died to give you so when we pray we're not just speaking words amiss We're not just saying random things when we pray. We're not just babbling. We're not just going in and fulfilling some religious ritual When we pray we are entering into the realm of the spirit and we can only get there led by the spirit John chapter 14 verse 26 as he reminds and he reveals it is by the Holy Spirit that we truly pray It is by the Holy Spirit that we truly understand it is by the Holy Spirit that we receive Revelation that ignites our heart of flame with passionate love for Jesus It is by the Holy Spirit that we love Romans 5 5 says that the love of God is shed abroad in our hearts by the Holy Spirit It is by the Holy Spirit that we experience the miraculous It is by the Holy Spirit that we proclaim the word it is not by power It is not by my but it is by my spirit says the Lord so understanding Prayer and I'm gonna get into the four realms of prayer in just a few minutes We have to first understand that it is the Holy Spirit who truly inspires us to pray It is only by the Holy Spirit. Let me put it this way. You cannot be spiritual without the Holy Spirit We know that but not only could you not be spiritual without the Holy Spirit You couldn't even desire to be spiritual without the Holy Spirit So he is the one who draws us to the prayer room.   I know that there is a hunger that's coming over you There's a desire that's coming over you say Lord I want nothing more than to know you more and Experience the very depths of your presence the richness of your glory the splendor that is the person of Christ I want to know you more. I want to love you more. I want to obey you more I want to understand you from every possible perspective. I want to know every revelation There is about you in the scripture God teach me to walk closely with you and he's gonna help you do that But the way we connect the way that the Holy Spirit takes us in so it's by the Holy Spirit that we enter into prayer It's by the Holy Spirit that we're drawn to prayer and it's by the Holy Spirit that we understand how to pray But as the Holy Spirit draws us in he teaches us to do two things or I should say he teaches us to find Two things the Holy Spirit as we pray teaches us to find Silence and stillness now. I know I talk about this a lot But it's it's foundational to almost every Spiritual message that I can bring to you if you know me my topics are pretty much the Holy Spirit the presence of God Prayer spiritual warfare and you know things like that but when it comes to all of those topics when you understand silence and stillness when you understand things like The body the soul in the spirit when you understand things like the inner fellowship of the spirit of God when you understand those basic Fundamental truths that are foundational to you understanding of every revelation that he might give you it brings some Greater revelation it brings more application in your everyday life So I want you first to know that the key to prayer the true keys to prayer are Silence and stillness if you cannot find silence and stillness you'll never find the gateway that leads to the presence of God if You cannot find silence and stillness you'll never find your way in sure Jesus paid the way. That's true Jesus paid the way, but the Holy Spirit shows the way and he cannot show the way unless we're listening Jesus paid the price to connect us with God So God the Father speaks, but the Holy Spirit cannot speak to you if you're not listening The Holy Spirit can't speak to you if there's too much clutter. So silence and stillness are key. Let me tell you what they are Silence is easy because it's practical. It's simple Silence is the putting away of outer distractions. I'm talking about Facebook. I'm talking about television I'm talking about entertainment. I'm talking about all of the worldly things that bring about the inner clutter of life And they distract us that can be done by doing as Jesus said when he said when you pray go to your private place Go into a closet pray privately and your father who sees you praying privately will reward you openly private prayer is revealed in public power So private prayer brings about silence it brings about quietness now in this day and age That may be very difficult to find because everything is so fast-paced so rushed so Chaotic, but I want to encourage you that whether it's for five minutes or ten minutes or twenty minutes Find that time to pray and I have another lesson by the way on Spirit Church about how to spend more time in prayer But I won't address that today, but it is important that we learn how to spend more time in prayer But when we do finally find that silence and we put things away We'll find that there's something else that needs to be done because you'll put away outer distraction You'll shut off your phone your computer your Facebook your social media your entertainment You'll disconnect with people for maybe four or five minutes to an hour or two hours three hours Whatever your prayer time may be and then you go to pray you're saying Lord, okay. I'm ready to seek you You've done all of the practical things around you. You're saying Lord. I'm coming in to pray. I'm coming in to seek you I want to know you more your hunger is being stirred your passions being stirred and you come in ready to receive from God And then you'll notice something else You'll notice that though it's quiet on the outside It's very noisy on the inside You'll go to pray and the first thing that will come across your mind or all the mistakes that you've made All of your worries all of your concerns all of your troubles all of your relationship issues You worry about finance you worry about relationships you worry about people you worry about your ministry your business Whatever it may be you feel guilt you feel worry you feel shame you feel anger you feel you feel resentment You feel unforgiveness you feel chaotic you feel cluttered and all of these things disrupt the inner peace that the Holy Spirit wants to give to you And we say things like well, I was perfectly fine until I went to pray But that's not true that inner chaos is Ongoing and the only reason you found it was because you silenced yourself long enough to hear it You see when you go to pray, it's not always though the enemy does attack It's not always that the enemy is trying to distract you It's that you're already distracted on the inside and you just didn't realize it until you put aside the noise It's not until you slow down and reflect that you begin to see what it's like on the inside of your heart It's not until you slow down and find a quiet place that you begin to hear all the inner chatter of the heart and the chaos and the clutter So when we pray the Holy Spirit helps us find silence through the practical and discipline But stillness through the word now there are two ways that the Holy Spirit helps us find stillness And they're actually the first two realms of prayer. So let's get into that The first realm of prayer is number one Requesting now this may get a bad rap because people say things like well I don't want to ask God for anything because he's already done enough for me. Oh, well, I'm not looking to receive from God I'm just looking for God and trying to sound spiritual We have actually avoid a very key realm of prayer that really helps us to enter into silence and stillness. So number one The first realm is requesting and the scripture says this Philippians chapter 4 verse 6 to 7 It says don't worry about anything instead pray about everything Tell God what you need and thank him for all he has done. Here's what I love about that verse a couple things is Number one anything that causes me to worry is a topic. I'm allowed to bring into prayer So if it worries you know that it's not going to bother God if you bring it up If you're worried about the bills if you worried about your job if you're worried about your kids if you're worried about your clothes If you're worried about your food if you're worried about the insignificant or the significant if you're worried about What others might deem important and what others might deem unimportant if you're worried about something if you're concerned about something if You're desiring something know that your heavenly father welcomes you to bring it to his attention anything that worries you is Perfectly okay to take before your father Anything that causes you worry is Also cause for prayer So God is not going to reject you and say oh that's unspiritual and it's funny because even sinners know how to pray in this way When they get into a bind they pray when someone dies they pray when they have trouble they pray when they need God They pray and so because it's it's a basic part of Humanity Within all of us There's this great desire to connect with God whether we realize it or not And so men when they're praying in their trouble they don't realize they're participating in this first realm because it's so basic It's so intrinsic. It's so fundamental and it is the fundamental nature of the prayer request That causes us to deem it as somewhat carnal or selfish or immature But believer understand it's not immature or carnal or selfish to ask God for things You may say well I feel bad asking for a job promotion when there are children starving in Africa Well, why don't you pray for the job promotion get a better pay and then send over some money to help those children in Africa? You see God blesses and saves and touches, but he blesses saves and touches through people So God doesn't have to take from someone else to give to you God doesn't have to remove the food off someone else's plate in the third world country to bless you with a good job That's not the way it works. Your God is not broke. Don't feel guilty to ask him for things So number so verse number six tells us tell God what you need and thank him for all he has done So that tells me also in that verse not only do the things that worry me count as prayer requests But it also tells me that I can ask God for things while still being thankful It doesn't mean I am I'm unthankful just because I ask God for things That's according to verse six then verse seven and I hope this is giving some of you break because some of you are just so Afraid to ask because in your heart you feel like a hypocrite or whatever the enemy is lying to you That that's not of God He wants you to ask Matthew seven seven says asking you shall receive seeking you'll find knocking it shall be open God Encourages you to ask verse seven says this and I love this because it's conditional It's conditional and it's the word then Has to do with when So when is it okay? Or when does it happen? When does the peace of God flood your heart? Well, let's start at verse six again Don't worry about anything Instead pray about everything tell God what you need and thank him for all he has done Then you will experience God's peace Which exceeds anything we can understand His peace will guard your hearts and minds as you live in Christ Jesus So when is the peace of God flood your soul after you make your prayer requests? God wants you see God gave us the prayer request as a gift To rid us of our worries to rid us of our our fears and That's the first realm of prayer. So you enter through requesting You can come in you can say Lord here. I am here's my needs and he allows you to get that out of the way So this is the problem though Because prayer starts with the prayer requests often it does some you can skip that this is not any You know rigid order, but often if you have that inner chaos It's okay to ask God for things so that your heart can be still but it takes faith You have to ask in faith. Otherwise it won't work So you give them your prayer requests and God takes up the task of accomplishing those prayer requests So you can trust him to decide what to do from there You can trust that if he says no it's for a reason that if he says yes, it's for a reason if he says later It's for a reason so he takes up our prayer requests and the peace of God floods our hearts The problem comes when we present our prayer request to God Fill the peace and then leave the throne room believer you need to stay Because that's just the beginning that piece you feel is not just so you can go about your day feeling good That piece that you feel is so that you can walk in stillness and go deeper into the depths of God I that I need energy to understand this. This is important that piece that you feel after you make your prayer requests Isn't just so that you can go about your day and experience peace that piece that you feel Is so that you could be in the proper state to enter into deeper realms That's powerful. That's a powerful truth that the scripture gives us so asking is not bad It doesn't make you an immature Christian. It doesn't make you a carnal Christian ask him for things anything that worries you just lay it on him And then after he takes up the task and you trust that it's in his hand. He's capable He's able and he's willing you leave it to him you move on the next realm of prayer is reverencing John chapter 4 verse 23 says this but the time is coming indeed. It's now here When true worshipers will worship the father in spirit and in truth The father is looking for those who will worship him that way Just like true prayer is only by the Holy Spirit true worship can only come by the Holy Spirit Because all worship is a response to a revelation. This is why in a worship service. You'll see people They'll be your hands will be uplifted your tears will be flowing.  I Don't condemn those people.  So the second realm is reverencing and People ask me and I honestly I think though requesting is good and that's that's part of it because I Believe that as you mature in your walk with God in your spirituality You do less requesting and more reverencing in other words less prayer requests more worship and So here in this second realm of reverencing This is where beautiful things really begin to happen Because it moves from being focused on me and my needs to being focused on God So people ask me, you know, what's the key to the anointing or the power of God? Well the key to the anointing or the power of God is Prayer and the key to prayer is silence and stillness and the key to silence and stillness is worship And the key to worship is revelation and the key to revelation It's the word Coupled with the spirit. So if you're in the word, the spirit will reveal if the spirit reveals you have a revelation if you have a revelation You can worship if you can worship you can be silent and steal if you can be silent and still you can truly pray So all of this connects but it's found in where I mean that's how I begin my prayer every day when I pray I'll be I don't start with the prayer requests I give those throughout throughout the day to God when they come up and then I just forget about them or work hard to accomplish with his help but for the most part my prayer life begins with just worship just I just lift my hands they Lord you're beautiful songs like oh Lord you're beautiful your face is all I see as Steven saying here created me a clean heart oh God cast me not away from life presence of Lord take not by Holy Spirit from with me as the dear pants for the water so my soul longs after the and I do some of the new ones to Holy Spirit you are welcome here I give myself away there's all of the songs that we can sing and when they're Christ-centered when they're focused on God they steal the heart now here's what the Holy Spirit does this is beautiful the Holy Spirit has been is and will always be the one who reveals the son the Holy Spirit is the one who took the Son of God and made him into a man that that's a whole different lesson for another time that's power right there but the Holy Spirit is the one who caused Christ to become real so as you worship as you focus on the revelation that you've received so if you know I'm as healer savior you don't have to know a deep deep truth to capture a relation but whatever you've come to know about God focus on that and then begin to worship God in response to that oh and it something will just stir up within you if he got you out of a bind worship as your provider just the fact that he saved you worship as your savior think about how he how marvelously and magnificently and how completely he saved you think about that and focus on that and begin to worship and that revelation inspires that true worship and when that worship begins to take place here's what happens this is beautiful as it begins to happen the Holy Spirit begins to reveal more to your heart and you focus on that revelation and the Holy Spirit causes that revelation as he caused the word to become flesh John 1 1 and then John 1 14 the word became flesh the Holy Spirit did that but the Holy Spirit flesh is out the Son of God before the eyes of your heart so that as you're worshiping Jesus is becoming more of a vivid reality in front of the eyes of your heart within you let me tell you something in these moments the presence of Jesus can become so vivid intensely real that it's terrifying I've been in prayer times where I thought that if I would open my eyes I would see Jesus standing right there in front of me I thought that if I'd reach my hand out I might touch the hem of his garment and fill it in my head that's how real has become when I'm ministering to God's people when I'm ministering at a miracle service or at a church I'm trying to become aware of Jesus and the more aware I am of him the more powerful the service will be in fact I pray Lord be more real to me now than the people I'm ministering to when Jesus becomes more real than your sickness you're healed when Jesus becomes more real than your bondage you're set free when Jesus becomes more real than your depression you'll find joy when Jesus becomes more real than your fear you'll find peace when Jesus becomes more real than your problem he becomes your solution and the Holy Spirit does this through worship as you worship him he becomes a vivid intense tangible reality that you feel like you can touch and then that revelation inspires more worship that worship inspires more revelation and it's this reciprocal effect that begins to intensify in a moment and you'll never want to leave that prayer room because you're experiencing and touching God that's the second realm of prayer and I can go on more and more on that but there's more in this lesson so number one is requesting number two is reverencing number three is resisting this is spiritual warfare now you know there are all sorts of things you can pray for in spiritual warfare so the scripture says resist the devil and he'll flee it doesn't say engage him it doesn't say go after him I've seen people casting out demons and it's almost silly I think some of the deliverance ministries get very silly I mean what is your name how did you get in there and you know I I'm I don't want to sound critical but that's just not how I do it I what's I mean as most Jesus ever asked demons what's your name once the name was told said okay well leave you know so I don't really need to know all this information but really we do need to realize that we're in a very real warfare there is such a thing as angels there is such a thing as demons there is such a thing as God there is such a thing as heaven there is such a thing as hell all of that is real it's not an analogy it's not a metaphor they exist their actual demonic beings that seek to devour the believer but anything that the enemy can do can be undone through resistance prayer you resist the enemy let me show you just a few things Romans 10 one tells us that we can pray for others salvation we can pray for the salvation of others according to Romans 10 1 we can pray for the safety of others according to 2nd Corinthians 111 we can pray for cities Jeremiah 29 7 we can pray for the strengthening of the faith of others Luke 22 32 we can pray for authority figures 1st Timothy 2 2 through 3 we can pray for the blessing of a nation 2nd Chronicles 7 14 we can pray for miracles Acts chapter 19 verse 11 through 12 we can pray for these things because we have the power of prayer we resist the enemy when you pray for a loved one don't stop praying for your loved ones don't stop praying for your family you may not see it now you may not think your prayer is working but it is when you pray for your loved ones I feel like this is for someone watching when you pray for your loved ones the enemy tries to tell you that your prayer isn't working but see the only real weapon that the enemy has is the weapon or the lie that keeps you from using yours the only weapon that the enemy has is the weapon that keeps you from using yours I'll put it this way it's like you have a military tank and the enemy has a pistol and the only way he's gonna win that war is if he convinces you that your tank will not work that your tank is powerless that your tank isn't gonna do anything and so he just needs to get inside your head and once you're convinced that the tank doesn't work he can take you out with the pistol that's what it's like with prayer and his lie is telling you your prayers not working your prayers not working only because he knows if he can get you to stop praying that's the only way he can defeat you that's why he works so hard at convincing you that your prayer isn't working but whether you see it or not know this it is impossible to accomplish nothing in prayer if you are praying you are growing if you are praying you are changing if you are praying you are transforming if you are praying you are resisting the enemy if you are praying you are defeating darkness for every moment you are praying you are accomplishing spiritually every moment in prayer something is happening every moment you spend in the presence of God you're becoming more like Christ whether you see it manifest immediately or not every moment you are praying you are destroying the kingdom of hell and you need to be convinced of that and stop letting the enemy lie to you and stop he's trying to get you out of your tank stay in your tank that's number three resisting number four the fourth realm of prayer is reading and by the way I have some teachings coming up on spiritual warfare I know I've been promising them but I've been working really hard on these teachings on spiritual warfare and I believe they're going to set people free Steve we went out to dinner the other day I gave you a little sample what do you think of the the spiritual warfare stuff oh man it's it's so deep more than more than what people realize and how deep you go into it it's great and I'm really excited I'm I'm sure that with you at dinner several about two months ago and I'm gonna share it with you soon but I've been very prayerfully approaching it I'm talking hours and hours and hours and hours and hours and hours of studying these topics and so I'm gonna bring you a brand new teaching on I don't even know what we're gonna call you I got a lot of information we're still trying to structure it into a teaching but keep watching spiritual we're gonna get to that in the coming months but so so again if you feel kind of cheated on the on the resistance here on the spiritual warfare just know that I'm working on more okay number four the fourth realm of prayer is reading reading the Bible now I'm gonna share something with you that I get really excited about every time I teach it and it's found in John chapter 6 and this will be the last real point I'm gonna make and then after this will probably matter another 10 15 minutes and then we're gonna close this up so get there's silence and stillness is the way you enter and that's only by the Holy Spirit you can find silence and stillness through prayer request or requesting and reverencing or worshiping those first two realms of prayer really help us get through to silence and stillness so John chapter 6 let's go begin at verse 33 John chapter 6 verse 33 now Jesus is teaching a crowd of people and you have to imagine at this point people are starting to follow the teachings of Christ well I shouldn't say to start to follow him most people that crowded around him were there for the miracles or for the food they didn't really want any transformation in fact when he would turn to them and say you know sell this or give up that or deny yourself people would start to flee so this is one example the movement is starting to gain momentum people are starting to follow Christ John chapter 6 verse 33 says this the true bread of God is the one who comes down from heaven and gives life to the world so this statement is coming after he correlates this with the manna from heaven that came in from Moses that itself is an entire lesson we'll get in another time but again verse 33 listen very carefully now he says I'm gonna read it again he says the true bread of God is the one who comes down from heaven and gives life to the world and the people responded sir they said give us that bread every day Jesus replied I am the bread of life whoever comes to me will never be hungry again whoever believes in me will never be thirsty it's a powerful verse actually I want to read the next two verses he says but you haven't believed in me even though you have seen me however those the father has given me will come to me and I will be never never reject them verse 38 for I have come down from heaven to do the will of God who sent me not to do my own will remember John chapter 1 verse 1 in the beginning was the word and the word was with God and the word was God John chapter 1 verse 14 and the word became flesh and dwelt among us and we beheld his glory full of grace and truth the word became flesh in fact the the word incarnations when I want to bring to you so number one we see here Jesus talking about his incarnation the word becoming flesh incarnation think of carnivore you know carnaes aria some of us Hispanics would know or carnaeus saw this so it's me it's flesh so the incarnation is the in carnation it's the coming into the flesh of Christ it's the process by which Christ the Spirit the Spirit of God the Son of God the Word of God became flesh so he says I'm the bread now this is powerful because he starts off talking about his incarnation now for the sake of time we have to skip down several verses go to verse 53 Jesus starts to elaborate on this and the scripture says this in verse 53 so Jesus said again now he's trying to reiterate to these people because they're just not getting what he's saying he says I tell you the truth unless you eat the flesh of the Son of man and drink his blood you cannot have eternal life within you okay that's not something I would say if my movement was beginning to grow when people started crowded you know nowadays in many churches they'd be like Jesus don't say that you're gonna lose the people you're gonna weird them out you can't be too spiritual Jesus just wants to preach the truth and so he tells him again read in verse 54 now but anyone who eats my flesh and drinks my blood has eternal life and I will raise that person at the last day that's very key the way he words it he says at the last day now this is interesting here because a lot of people think that when he's talking about eating my flesh and drinking my blood that he's talking about transubstantiation that's a fancy word for the communion that we take that when we actually take it drink it that that actually becomes his flesh or actually becomes a blood that's not what he's saying I'm gonna show that to you in a scripture that actually says that the flesh accomplishes nothing in other words nothing in this physical world can bring salvation and that's what Jesus overall messages here about the bread of life but he talks about the flesh and the blood because he's making reference to his crucifixion to take part in his crucifixion take part in his death so number one his incarnation number two his crucifixion gets it gets even deeper here and you gotta realize he hadn't died resurrected ascended none of that he hadn't done any of that yet so everybody listening is getting really confused then verse 54 again I'll read it but anyone who eats my flesh and drinks my blood has eternal life and I will raise that person at the last day keep that word in mind keep that phrasing in mind at the last day this is I'm telling you this is gonna bless you this is going somewhere at the last day keep that word in mind now that he's talking about his resurrection now what day is he talking about John 14 20 this is what the scripture says in John chapter 14 verse 20 and Jesus using the same terminology here says when I am raised to life again you will know that I am in my father and you are me and I am in you when will he be raised to life he'll be raised to life after the after obviously after the crucifixion but when he is raised to life then you'll know that you're in the father and in me and that there's that oneness that takes place so you will know that I am in my father you are in me and I am in you there's that entangling that oneness that is taking place now I want to be very careful about the way I read that because he phrases it a certain way just just so so Jesus is saying that at some point there's gonna be this oneness that point is after he's raised to life again now read again verse 54 but anyone who eats my flesh and drinks my blood has eternal life and I will raise that person at the last day verse 55 says for my flesh is true food and my blood is true drink anyone who eats my flesh and drinks my blood remains in me and I in him there's that oneness again that he's talking about so John chapter 14 and John chapter 6 he's talking about the same oneness so when does all this take place well he was incarnated crucified resurrected then we become one with him we participate in his death and we become one with him in the resurrection that's death unto self John 3 30 I must decrease but he must increase so Jesus is talking about the incarnation the crucifixion and now the resurrection when I'm raised to life again this is powerful now skip down to verse 60 and now now the disciples say the scripture says in verse 60 many of his disciples said this is very hard to understand how can anyone accept it and then I love this I mean here they are getting kind of stirred up saying wait a minute this is this is odd this doesn't make any sense Jesus instead of saying oh well let me explain it to you or all well let me be a little more sensitive all this is what Jesus says I love the way he responds remember big crowd there he turns around and says Jesus answers Jesus was aware that his disciples were complaining so he said to them does this offend you then what will you think if you see the Son of Man ascend to heaven again so he's saying oh you know that you think that's odd we'll wait till you hear this Jesus keeps pushing it further because he doesn't care that he's offending them he wants to communicate the truth so he says what will you think if you see the Son of Man ascending to heaven again there it is ascension so here in John chapter 6 already Jesus has talked about his incarnation his crucifixion his resurrection now his ascension now I'm going somewhere with this on the reading being the fourth realm of prayer this is important you're going to understand reading the Bible on a whole different level here so that ascension is the fourth thing he mentions but then we see in verse 63 a sudden turn watch this let's read verse 62 again then what will you think if you see the Son of Man ascending to heaven again the spirit alone gives eternal life the flesh accomplishes nothing there you see why it wasn't transubstantiation and the very words I have spoken to you are spirit and life but some of you do not believe me this is powerful Jesus goes from talking about the Holy Spirit or it goes from talking about himself himself himself incarnation crucifixion resurrection ascension spirit he goes from talking about the Son of God to the Spirit of God just a sudden turn what happened there well first Corinthians chapter 15 man I love teaching this one this one is one of my favorite lessons first Corinthians chapter 15 verse 45 I believe says this yes verse 45 the scripture says is the scripture tells us the first man Adam became a living person but the last Adam that is Christ is a life giving spirit incarnation crucifixion resurrection ascension translation this is powerful John chapter 16 verse 7 says and this is Jesus talking but in fact it is best for you that I go away because if I don't the advocate won't come if I do will go away then I will send him to you Jesus said the Holy Spirit can't come unless I go and I was thinking about this I said Lord what is what is all this about because this transfiguration takes place after the ascension after Jesus has gone back the transfiguration of the Son of God becoming the Spirit of God took place after Jesus ascended now crisis still in bodily form as we know it but here's the way I look at it you see on my phone I have pictures of me and my wife on vacations I have pictures of my nephews laughing smiling moments that I'll never get back I take pictures of them I love there's a missionary I know by the name of Billy Hall who says that pictures are great because it's it's almost as if you can freeze time with them and I've always thought that was an interesting thought but if I should lose my phone or it should shatter or break then the information that's on this phone the pictures is gone forever however there's a software on my phone it's called the cloud and it stores my pictures not just on the phone but on an internet server so that if my phone should become broken that the pictures are still on the cloud you see when Jesus walked here on earth people pulled him this way or that way the woman with the issue of blood came in and touched the hem of his garment at the same time it was only moments earlier that Jairus had gone and said Jesus my daughter is dying please help her and then the moment he turned to help the woman with the issue of blood Jairus's daughter died and he had to go and visit the dead girl and he had to kick the mourners out because they were mocking him and then he had to cross over here and cross over there and they called him here and the centurion servant was sick and the centurion said help my servant and Jesus sent the word and people were having to touch him and claim that the blind man said Jesus Son of David have mercy on me people had to reach from grab for him and get his attention but he was only in a bodily form and he could only do one thing at a time really he limited himself he did it on purpose Jesus was only able to be accessed from one point at a time now I watched a commercial the other day about this new technology that that I forgot what the company was and they're calling it the cloud I can't say it's too new but they said from the cloud we can send information up and receive information we can communicate to one another we can store information and and they started listing all of these benefits of the cloud you know Jesus ascended on a cloud and I think though that's not I wouldn't say theologically that that's exactly what the scripture meant by it I can say that it represents a great analogy that Jesus ascending on the cloud was just as important as us storing our information on the cloud Jesus said I have to go so the Holy Spirit can come it was as if again this is just an analogy it was just it was as if Jesus the information was uploaded onto the servers of heaven and came back and downloadable information by the Holy Spirit and now Jesus can be accessed anywhere at any time by anyone the Holy Spirit is Jesus on the cloud and he says this in the same verse verse 63 and the very words I have spoken to you our spirit in life when you read the Bible you're not just reading a historical account or poetry or a narrative or an epistle you are reading and you are receiving the information of the Son of God and you're downloading Christ in you so in essence we as believers do believe in reincarnation for Christ was become incarnate and he becomes reincarnate in you and the process starts up again just as the Holy Spirit caused the word to become flesh so the Holy Spirit causes this word to become flesh in you the Holy Spirit causes this word to come alive in you the Holy Spirit causes this word to become the incarnation of Christ in you this is prayer this is fellowship when you read these words you're spending time with Jesus and becoming more like him so then prayer is not just an upload but it's a download and the issue is not just my hardware it's my software when I connect with God my software is being upgraded because I'm downloading the Christ in the mean the word is becoming flesh in me the process begins again incarnation crucifixion resurrection ascension translation I mean that's us that salvation was our incarnation death to self is our crucifixion the ascension is the times of worship and prayer the translation is our glorification when we spend time in the word we're actually fellow shipping with Jesus himself and the Holy Spirit is taking this word he's the spirit this is the life and it's causing that life to come alive in you well that is the four realms of prayer I pray that that has been a blessing to you I I know I get stirred every time I see it in Scripture I just each one of those points could be a full three-hour teaching in and of itself I know this spirit church has gone a little long but I wanted to get all four originally this was going to be a two-part in the two different but I wanted to get all four realms to you right away and just bless you with that night I pray that you were blessed with that but now let's pray I want to pray for one thing and I want to pray that the Holy Spirit would begin to touch your heart and whether you're someone who's praying and you're you're pursuing the depths of prayer and you want to go deeper or you're someone who you say I need to reclaim that prayer life I want to believe God that there's gonna be a stirring on your heart let's pray right now father in Jesus name let the fire so stir them today that the Holy Spirit would begin to work in their hearts Lord I pray for that one watching who is asking for a move of your spirit who is asking for a fresh stirring who is asking for the heart to be set ablaze for Jesus Lord set their hearts ablaze with a passionate fiery love for Jesus a commitment to his person let them hunger for the word let them hunger for worship let them hunger for the deeper places of prayer let them desire to fellowship with you Lord and I pray today that desire would be kindled right now we reclaim our prayer lives in Jesus name now there's a woman watching who you're you're deaf in your left ear you're deaf in your left ear and I want to pray for you right now and you've had that deafness it's been an issue that's caught come about and you've had that issue for three years now but I believe that God is setting you free right now in the name of Jesus I command that ear open in the name of Jesus we give you the glory Lord there's a young man watching me you're 16 years old you haven't told anybody about this but you're suicidal in fact you I originally had saw you writing in a notepad the Lord corrected me said no he wrote it in his phone notes I see like a yellow screen and you're writing words in and you're writing a suicide note you're working on it but God does not want you to commit suicide God does not want you to give it to that spirit that's a spirit that's come on you and I command today that you be loose from that demonic spirit in the name of Jesus now as Steven continues to pray I want to talk to you about supporting this ministry don't don't don't close the tab don't close the video listen I need you to hear me on this this ministry has grown over I mean I've been in ministry and we've been doing ministry for over 10 years I mean there there are three guys in this room right now I just realized who've been with me since I mean Anthony Hodges been with me since 16 Gabriel since 16 Steve since nine ten years old but I went in the ministry when I was 13 and you know it's been over 10 years now that I've been an evangelist preaching the gospel I've never stopped it's been constant and God has just been faithful every step of the way God's favor has been with us and that's partly because of you supporters like you but now we're entering into a place where the ministry is growing things are great but man it's time to expand it's time to step out in faith now there are people watching me you can sell a thousand dollars or more and there are people who you're watching you have it within your hand and you're withholding I don't know why maybe you don't feel connected because it's online maybe you feel I'm talking to everyone else because you see several hundred views on this video or however many they may be whatever the disconnect may be let me tell you you hear of these these ministries that God uses in the nations of the world I believe this because God showed it to me this ministry is going to become one of the most effective ministries in the entire world one of the most effective evangelistic ministries in the entire world I know you can see it because God God showed it to me and people on the outside looking in they can see it we know they can see I know you can see it I want you to be in on the ground level I want you to say I was a part of that ministry when they were just doing low you know not local television but when they were just getting started on television for a couple years when they were just doing spiritual when they were just doing fundraisers let me tell you something you're gonna be part of something that I believe will help bring in a great sweeping in of souls but I challenge you as a brother in Christ to step out of faith you say Lord I want to sew into that ministry but this this and this has to be in order no no no no no it's not about waiting for the right opportunity it's about creating the right opportunity to faith you say God bless me and I'll give but God says you give and I'll bless you watch and see if God doesn't pour it out upon you now ultimately when you give it's going to the gospel I preach and I'm going to continue to preach the full uncompromised clear and compelling gospel message of Jesus Christ Christ Jesus will save you from sin and hell if you'll repent of your sins turn to him and follow him the rest of your life here on earth that's what I preach the gospel I'm not being moved by the modern-day grace heresies that are starting to inflict its its demonic hold on the church none of that we are preaching Christ Jesus though it might not be politically correct it's biblically correct and that's what I'm going to continue to preach now here's where I need you there are thousands of you that watch I mean not every video gets all of you watching but we get tens of thousands of views every single month different viewers now I need I need you spirit church members especially if you're spirit church memory it's time to start sewing again some of you you were faithful with your ties and offerings and you've stopped continue to sew you're a member of this church you need to you need to still faithful if you're someone who just watches and receives I don't mind that you just watch and receive if you don't count yourself a member but we also need people to start sewing in this ministry we're ready to go to the next level we're ready to start doing more than there's ever been done for ready to start doing events we've done some events on the scale of few thousand people showing up we want to even multiply that it's time we start reaching for more so it's look the world is gathering around its agendas the world it's supporting its political cultural agendas we the church need to do that because we're the light in the dark place so I want to challenge you you're watching your wrestling in your heart whatever me you have a thousand dollars you could so it time to so it God's speaking to you right now there are some people that's you you stop fighting it look I used to be intimidated to do this with offering because I thought people might think I'm this or that you know I the Holy Spirit convicted me he says enough of that because if you truly believe that he will be blessed when they give them tell them so and I'm telling you so and and this is not for me this is for the gospel this is for the gospel this is for the ministry so I'm challenging you today step out of faith become a monthly supporter I need at least a thousand new thirty dollar a month partners if we're going to enter into the next phase of ministry that we have planned we're talking major major things that are opening up to us and I want to challenge you to come on board with us now and stay faithful in supporting this ministry so you can go ahead and do that by clicking on the link on these YouTube videos there's a link that comes up there's a little eye in the top right hand corner you click that you click on the donate button it'll take you right to the page where you can do it now if you're watching this on the mobile app the ministry mobile app that features not available the app disables that feature for the plug-in purposes but you can go to our website and do so so that's my heart I need I need your support I need you I need you you see these things don't just happen these ministries don't just grow out of nowhere and spring up on nowhere it's people like you who say I'm going to support that ministry because I believe it can make an impact and you come in and you help make history let's do it let's touch the world I challenge you to do that today I pray that you're blessed I pray that you're inspired I pray that you're stirred until next time remember this I really do mean it I know I say it every time we close it's not just a cliche until next time I want you to remember that nothing is impossible


Hello friends, welcome to the session I am Alka, let's discuss coordinate geometry and given question is find the coordinates of the points which divides the joint of minus 1, 7 and 4 minus 3 in the ratio 2 is to 3. So before starting with the solution I would like to tell you the basic idea behind the question, it is section formula. Now suppose there is a given line segment AB with coordinates of AR, X1, Y1 and that of VR, X2, Y2. Now there is a point on the line segment AB that is P which divides the line segment AB in the ratio M1 is to M2. Then coordinates of the point P are given by say X equal to M1 X2 plus M2 X1 upon M1 plus M2 and Y equal to M1 Y2 plus M2 Y1 upon M1 plus M2. So X and Y are the coordinates of the point P which divide the line segment AB in the ratio M1 is to M2. Now let's start with the solution. In the given question we have to find the coordinates of the point P which divides the joint of minus 1, 7 and 4 minus 3 in the ratio 2 is to 3 that is we are given M1 and M2 X2 is to 2 and 3 and coordinates of AR minus 1, 7 and VR 4 minus 3 and we have to find the coordinates of P. So here we can see with the help of a diagram AB as the line segment with coordinates of AR minus 1, 7 and coordinates of VR 4 minus 3 and this is the point P whose coordinates we are supposed to find and the ratio given is 2 is to 3. Now let's just find out by the section formula the coordinates of the point P that is X say X equal to now M1 that is M1 is 2 this is M1 this is M2 now M1 into X2 2 into 4 plus M2 into X1 that is 3 into minus 1 upon M1 plus M2 that is 2 plus 3. So this is equal to 8 minus 3 upon 5 this is equal to 1 therefore X is equal to 1. Now we find the value of Y equal to M1 into Y1 that is 2 into minus 3 plus M2 into Y1 that is 3 into 7 upon M1 plus M2 that is 2 plus 3. So this is equal to minus 6 plus 21 upon 5 this is equal to 15 upon 5 equal to 3 therefore Y equal to 3 therefore the coordinates required point therefore the required answer is 1, 3. So hopefully you understood the solution and enjoyed the session goodbye and take care.


Welcome back everyone, CUBE's live coverage here. Day two, two sets, three days of CUBE coverage here. VMware Explore, this is our 12th year covering VMware's annual conference, formerly called VMworld. I'm John Furrier with Dave Vellante. We love seeing the progress and we've got great security. I'm Tom Gillis, Senior Vice President, General Manager, Networking and Advanced Security Business Group at VMware. Great to see you, thanks for coming on. Thanks for having me. Yeah, really happy we could have you on. You know, I think this is my sixth edition on theCUBE, is like, do I get freaking flyer points or something? Yeah, yeah, you get them both. First you get the VIP badge, but we'll make that happen. You can start getting credits. Okay, there we go. Yeah. We won't interrupt you. No. Yeah. Seriously, you got a great story in security here. The security story is kind of embedded everywhere. So it's not like called out and blown up and talked specifically about on stage. It's kind of in all the narratives in the VMworld's for this year. But you guys have an amazing security story. So let's just step back and to set context. Tell us the security story for what's going on here at VMware and what that means to this super cloud, multi-cloud and ongoing innovation with VMware. Yeah, sure thing. So probably the first thing I'll point out is that security's not just built in at VMware. It's built differently, right? So we're not just taking existing security controls and cutting pasting them into our software, but we can do things because of our platform, because of the virtualization layer that you really can't do with other security tools. And where we're very, very focused is what we call lateral security or east-west movement of an attacker. Because frankly, that's the name of the game these days, right? Attackers, you got to assume that they're already in your network. Okay, already assume that they're there. Then how do we make it hard for them to get to what the stuff that you really want, which is the data that they're going after, right? And that's where we really should. All right, so we've been talking a lot coming into VMworld, VMware Explorer and here at the event about two things. Security as a state. I'm secure right now. Or I think I'm secure right now, even though someone might be in my network or in my environment, to the notion of being defensible. Meaning I have to defend and be ready at a moment's notice to attack, fight, push back, red team, whatever you want to call it, but something's happening, I got to be able to defend. So what you're talking about is the principle of zero trust. So when I first started doing security, the model was we have a perimeter and everything on one side of the perimeter is dirty, ugly old internet and everything on this side, known, good, trusted, what could possibly go wrong? And I think we've seen that no matter how good you make that perimeter, back guys find a way in. So zero trust says, you know what? Let's just assume they're already in. Let's assume they're there. How do we make it hard for them to move around within the infrastructure and get to the really valuable assets?  They might find some interesting things on your machine, but they're not gonna find 250 million credit cards or the script of a new movie or the super secret aircraft plans, right? That lives in a database somewhere. And so it's that movement from your laptop to that database. That's where the damage is done. And that's where VMware shines. So if they don't have the right to get to that database, they're not in. And it's not even just the right.  So it's like to have the key to unlock each one of these doors. And we've gotten good enough where we can look at that lateral movement even though it has a credential and a key, we're like, wait a minute, that's not a real sysadmin making a change. That's ransomware, right? And that's where we- And you have to earn your way in. That's right, that's right, yeah. And there's all kinds of configuration errors, but also just user problems. I've heard one story where there's so many passwords and username and passwords and systems that the bad guys scour the dark web for passwords that have been exposed and go test them against different accounts. Oh, one hit over here. And people don't change their passwords all the time. Correct, correct. That's a known vector. We just, the idea that users are going to be perfect and never make a mistake, like how long have we been doing this? Like humans are the weakest link, right? So people are going to make mistakes, attackers are going to be in. Here's another way of thinking about it. Remember log4j? Remember that whole fiasco? Remember that was a Christmas time. That was nine months ago. And whoever came up with that vulnerability, they basically had a skeleton key that could access every network on the planet. I don't know if a single customer that was said, oh yeah, it wasn't impacted by log4j. So here's some organized entity had access to every network on the planet. What was the big breach? What was that movie script that got stolen? There wasn't one, right? We haven't heard anything. So the point is the goal of attackers is to get in and stay in. Imagine someone breaks into your house, steals your laptop and runs, that's a breach. Imagine someone breaks into your house and stays for nine months. It's untenable in the real world, right?  They're still in there watching everything. They're hiding in your closet exactly. Moving around, nibbling on your cookies. You know what I mean? Drinking your beer, yeah. So let's talk about how this translates into the new reality of cloud native. Because now, you hear about automated pen testing is a new hop thing right now. You got antivirus on data. It's hot within APIs, for instance, API security. So all kinds of new hot areas. Cloud native is very iterative. You can't do a pen test every week. You got to do it every second. So this is where it's going. It's not so much simulation. It's actually real testing. How do you view that? How does that fit into this? Because that seems like a good direction to me. Yeah, if it's right in and you were talking to my buddy Ajay earlier about what VMware can do to help our customers build cloud native applications with Tanzu, my team is focused on how do we secure those applications? So where VMware wants to be the best in the world is securing these applications from within. Looking at the individual piece parts and how they talk to each other and figuring out, wait a minute, that should never happen by like almost having an x-ray machine on the innards of the application. So we do it for both for VMs and for container-based applications. So traditional apps are VM-based. Modern apps are container-based. And we have a slightly different insertion mechanism but it's the same idea. So for VMs, we do it with a hypervisor, NSX. We see all the inner workings. In a container world, we have this thing called a service mesh that lets us look at each little snippet of code and how they talk to each other. Once you can see that stuff, then you can actually apply, it's almost like common sense logic. I'll be like, wait a minute, this API is giving back credit card numbers and it gives five an hour. All of a sudden it's now asking for 20,000 or a million credit card, that doesn't make any sense. You normally stick out like a sore thumb if you can see them. And VMware, our unique focus in the infrastructure is that we can see each one of these little transactions and understand the conversation. That's what makes us so good at that east-west or lateral security. You don't belong in this room, get out. Or that's some weird call from an in-memory database to something over here. Yeah, exactly. Other security solutions won't even see that, right? It's not like their algorithms aren't as good as ours or better or worse. It's the access to the data. We see the inner plumbing of the app and therefore we can protect the app from something. And there's another dimension that I want to get in the table here because to my knowledge, only AWS, Google, I believe Microsoft and Alibaba and VMware have this. It's Nitro, the equivalent of a Nitro, project Monterey. That's unique. It's the future of computing architectures. Everybody needs a Nitro, I've written about this. So explain your version, it's now real. It's now in the market, or soon will be. What are the salient aspects? Yeah, here's our mission at VMware is that we want to make every one of our enterprise customers, we want their private cloud to be as nimble, as agile, as efficient, as the public cloud. And secure. And secure. In fact, I'll argue we can make it actually more secure because we're thinking about putting security everywhere in this infrastructure, right? Not just on the edges of it. So okay, how do we go on that journey? As you pointed out, the public cloud providers realized five years ago that the right way to build computers was not just a CPU and a GPU, graphics processing unit, GPU, but there's this third thing that the industry is calling a DPU, data processing unit. And so there's kind of three pieces of a computer. And the DPU is sometimes called a SmartNIC. It's the network interface card. It does all that network handling and analytics and it takes it off the CPU. So they've been building and deploying those systems themselves, that's what Nitro is. And so we have been working with the major Silicon vendors to bring that architecture to everybody. So with vSphere 8, we have the ability to take the network processing that East-West inspection that I talked about, take it off of the CPU and put it into this dedicated processing element called the DPU and free up the CPU to run the applications that Ajay and team are building. So no performance degradation at all. Correct. To CPU off of it. Even the opposite, right? I mean, you're running at basically bare metal speeds. Yes, yes, and yes. And you're also isolating the storage, right? From the security, the management. There's an isolation angle to this, which is that firewall that we're putting everywhere. Not just at the perimeter, but we put it in each little piece of the server is running, when it runs on one of these DPUs, it's a different memory space. So even if an attacker gets to root in the OS, it's very, very, never say never, but it's very difficult. So who has access to that resource? It's pretty much just the infrastructure layer, the cloud provider.  The application can't get in. Can't get in there. Because you have to literally bridge from one memory space to another. Never say never, but it would be very, very difficult. But it hasn't earned the trust to get in. It's more than Bob Weyer, it's multiple walls. Yes, it's like an air gap. It puts an air gap in the server itself so that if the server is compromised, it's not going to get into the network. Really powerful. What's the big thing that you're seeing with this super cloud transition we're seeing? You know, multi-cloud and this new, not just SaaS hosted on the cloud. You're seeing a much different dynamic of combination of large-scale CapEx cloud native, and then now cloud native is on-premises and edge, kind of changing what a cloud looks like if the cloud's on a cloud. So I'm a customer, I'm building on a cloud, and I have on-premise stuff. So I'm getting scale, CapEx relief from the, from the hyperscalers. I think there's an important nuance of what you're talking about, which is in the early days of the cloud, customers, remember those first skepticism, oh, it'll never work. Oh, that's consumer grade. Oh, that's not really going to work. I don't know if some people realize. It's not secure. Yeah, it's not secure. That one's like, no, no, no. It's secure, it works, and it's good. So then there was this sort of overrushed, like let's put everything on the cloud. I had a lot of customers that took VM-based applications and I'm going to move those onto the cloud. You got to take them all apart, put them on the cloud, and put them all back together again.  So my argument is for existing workloads, for VM-based workloads, we are VMware. We're so good at running VM-based workloads, and now we run them on anybody's cloud. So whether it's your East Coast data center, your West Coast data center, Amazon, Google, Microsoft, Alibaba, IBM, keep going, right? We pretty much every... And the benefit of the customer is what? You can literally VMotion and just pick it up and move it from private to public, public to private, private to public, public back and forth. Remember when we called VMotion BS years ago? Yeah, yeah, yeah, yeah. We were really... VMotion's powerful. We were very skeptical, we're like, that'll never happen. I mean, we were. I mean, we're supposed to be pat ourselves on the back. Well, because it's alchemy. It seems like, wait, you can't possibly do that, right? And so, and now we do it across clouds, right? So we can, you know, it's not quite VMotion, but it's the same idea. You can just move these things over. I have one customer that had a production data center in the Ukraine. Things got super tense, super fast, and they had to go from their private cloud data center in the Ukraine to a public cloud data center out of harm's way. They did it over a weekend, 48 hours. If you've ever migrated to Denison, that's usually six months, right? And a lot of hardware and a lot of angst. Boom, they just drag and drop and moved it on over. That's the power of what we call the cloud operating model. And you can only do this when all your infrastructure is defined in software. If you're relying on hardware load balancers, hardware firewalls, you can't move those. They're like a boat anchor, you're stuck with them. And by the way, they're really, really expensive. And by the way, they eat a lot of power, right? So that was an architecture from the 90s. In the cloud operating model, your data center, and just goes back to what you were talking about, is just racks and racks of x86 with these magic DPUs or smartNICs to make any individual node go blisteringly fast and do all the functions that you used to do in network appliances. We just had AJ taking us to school and everyone else to school on applications, middleware, abstraction layer. And Kit Colbert was also talking about this across cloud. We're talking about super cloud, super pass. If this continues to happen, which we would think it will happen, what does the security posture look like? It feels to me, and again, this is your wheelhouse, if super cloud happens with this kind of pass layer, with this V motion going on, all kinds of spanning applications and data across environments, assume there's an operating system working on behind the scenes. What's the security posture in all this? Yeah, so remember my narrative about, like the bad guys are getting in and they're moving around and they're so sneaky that they're using legitimate pathways. The only way to stop that stuff is you've got to understand it at what we call layer seven, at the application layer. Trying to do security, the infrastructure layer, it was interesting 20 years ago, kind of less interesting 10 years ago, and now it's becoming irrelevant because the infrastructure is oftentimes not even visible, right? It's buried in some cloud provider. So layer seven understanding, application awareness, understanding the APIs and reading the content, that's the name of the game and security. That's what we've been focused on, right? Nothing to do with the infrastructure. And where's the progress bar on that paradigm? Early one to 10, 10 being everyone's doing it. Right now, well, okay, so we as a vendor can do this today. All the stuff I talked about, reading APIs, understanding the individual services, looking at, hey, wait a minute, this credit card anomalies, that's all shipping production code. Where is it in customer adoption lifecycle? Early days, 10%. So there's a whole lot of headroom we hear for people to understand, hey, I can put these controls in place. They're software-based. They don't require appliances. It's layer seven, so it has contextual awareness and it's worked on every single cloud. You know, we talked about the pandemic being an accelerator. It really was like a catalyst to really rethink, remember we used to talk about PAD, is security a do-over. He's like, yes, if it's the last thing I'm doing, I'm going to fix security. Well, you decided to go try to fix Intel instead. And he's getting help from the government, too. But it seems like, you know, CISOs have totally rethought, you know, their security strategy, and at least in part as a function of the pandemic. When I started at VMware four years ago, Pat sat me down in his office and he said to me what he said to you, which he's like, Tom, he said, I feel like we have fundamentally changed servers. We've fundamentally changed storage. We've fundamentally changed networking, the last piece of the puzzle of security. I want you to go fundamentally change it. And I'll argue that the work that we're doing with this horizontal security, understanding the lateral movement, east-west inspection, it fundamentally changes how security works. It's got nothing to do with firewalls. It's got nothing to do with endpoint. It's a unique capability that VMware is uniquely suited to deliver on it. So Pat, thanks for the mission. We delivered it, and it's available now. Well, I mean, those, those wet, like web application firewall, for instance, are around. I mean, but to your point, the perimeter's gone. Exactly. And so you got to get, there's no perimeter, so it's a surface area problem. Correct. And access and entry. Correct. They're entering here easy from some manual error or misconfiguration or bad password that shouldn't be there, they're in. Think about it this way.  Bad guys come in the window, right? And then- The window's open. There's a ladder right there. Oh my God, because it's hot. Bad user behavior, Trump's good security every time. And then they move around room to room. We're the room to room people. We see each little piece of the thing. Wait, wait, that shouldn't happen, right? I want to get you a question that we've been seeing and maybe we're early on this, or it might be just a false data point. A lot of CSOS, and we're talking to, and people in industry, in the customer environment, are looking at CSOS and CSOS, two roles. Chief Information Security Officer and then Chief Security Officer. Amazon, if actually, Stephen Schmidt is now a CSO at Reinforce, they actually called that out. And the interesting point that he made, we had some other situations that verified this, is that physical security is now tied to online. To your point about the surface area, if I get a password, I still got the keys to the physical goods too. So physical security, whether it's warehouse for them, or store or retail, digital is coming in there. So is there a CSO anymore, is it just CSO? What's the role, or are there two roles, do you see that evolving, or is that just circumstance? I think it's just one, and I think that the stakes are incredibly high in security. Just look at the impact that these security attacks are having on, companies get taken down. Equifax, market cap was cut 80% with a security breach. So security's gone from being sort of a nuisance to being something that can impact your whole kind of business operation, and then there's a whole nother domain where politics get involved. It determines the fate of nations. I know that sounds grand, but it's true. And so companies care so much about it. They're looking for one leader, one throat to choke, one person that's going to lead security in the virtual domain, in the physical domain, in the cyber domain, and in the actual business. Well, you mentioned that, but look at Ukraine.  I mean, it's very clear. I mean, that's new. We've never seen this. And in my opinion, the stuff that we see happening in the Ukraine is small potatoes compared to what could happen, right? So the US, we have a policy of strategic deterrence where we develop some of the most sophisticated cyber weapons in the world. We don't use them, and we hope never to use them, because our adversaries who could do stuff like, oh, I don't know, wipe out every bank account in North America, or turn off the lights in New York City, they know that if they were to do something like that, we could do something bad. I had this discussion with. This is the red line conversation. I want to go there. Well, I had this discussion with Robert Gates in 2016, and he said, we have a lot more to lose, which is really your point. So I agree that to have freedom and liberty, you got to strike back with the force, and that's been our way to balance things out. But with cyber, the red line, people are already in banks, so their adversaries are operating below the red line, before we know you're in there. So do we move the red line down, because hey, Sony got hacked, the movie, because they don't have their own militia. If they were physical troops on the shores of LA, breaking into the file cabinets, the government would have intervened. I agree with you that it creates tension for us in the US because our adversaries don't have the clear delineation between public and private sector. Here, you're very, very clear if you're working for the government or you work for a private entity. There's no ambiguity on that. So we have different missions in each department. Other countries will use the same cyber capabilities to steal intellectual, a car design, as they would to penetrate a military network. And that creates a huge hazard for us in the US because we don't know how to respond. Is that a civil issue? Is that a military issue? And so it creates policy ambiguity.  You have to build the defenses. 100%. And I will also say that even though there's a clear demarc between government and private sector, there's an awful lot of cooperation. So our CISO, Alex Toshef, is actively involved in the whole intelligence community. He's on boards and standards and we're sharing, because we have a common objective. We're all working together to fight these bad guys. And that's one of the things I love about cyber is that even direct competitors, two big banks that are rivals on the street are working together to share security information and try to keep these guys out. Is there enough collaboration, Tom, in the vendor community? I mean, we've seen efforts to try to- That's a good question. Sort of monetize private data, you know, and private reports and- You know, like, so at VMware, we, I'm very proud of the security capabilities we've built, but we also partner with people that I think of as direct competitors. We've got firewall vendors and endpoint vendors that we work with and integrate. And so, co-operation is something that exists. It's hard, you know, because when you have these kind of competing, you know, so could we do more? Of course, we probably could, but I do think we've done a fair amount of cooperation, data sharing, product integration, et cetera, you know, and, you know, as the threats get worse, you'll probably see us continue to do more. And the government's just going to, trying to force that too. And the government also drives standards. So let's talk about crypto, okay? So there's a new form of encryption coming out called Quantum. Processing calling on Quantum. Quantum computers have the potential to crack any crypto cipher we have today. That's bad, okay, right? That's not good at all. Because our whole system is built around these private communications. So the industry is having conversations about crypto agility. How can we put in place the ability to rapidly iterate the ciphers in encryption? So when the day Quantum becomes available, we can change them and stay ahead of these Quantum computers. Didn't NIST just put out a Quantum proof algo that's being tested right now by the community? There's a lot of work around that, correct? And NIST is taking the lead on this. But, you know, Google's working on it, VMware's working on it. We're very, very active in how do we keep ahead of the attackers and the bad guys? Because this Quantum thing is like a, it's an x-ray machine. You know, it's like a dilithium crystal that can power a whole ship, right? It's a really, really, really powerful tool. Bad things will happen. Bad things could happen. Well, Tom, great to have you on theCUBE. Thanks for coming on.  VMworld, explore this year.  We announced enhancements to our NSX family with our advanced load balancer, with our edge firewall, and they're all in service of one thing, which is helping our customers make their private cloud like the public cloud. So I have to say, zero, zero, zero. If you are in the cloud operating model, you have zero proprietary appliances. You have zero tickets to launch a workload. You have zero network taps and zero trust built into everything you do. And that's what we're working on and pushing that further and further. Tom Gil, Senior Vice President, Head of the Networking at VMware. Thanks for coming on. Do you appreciate it? Thanks for having me, guys. Always getting the security data. That's killer data and security of the two ops that get the most conversations around DevOps and cloud native. This is theCUBE bringing you all the action here in San Francisco for VMware. Explore 2022. I'm John Furrier with Dave Vellante. Thanks for watching.


My name is Robert Maddock, I'm a meat scientist in the Department of Animal Sciences at NDSU and today I'm going to talk a little bit about people who have a lot of interest now in selling meat from home and local food processing. So we're here at the NDSU meats lab and I'm just going to go through some important things you're going to need to consider if you want to start selling meat from your home or from a small processing plant. And there's really three big things that we need to consider and the first one is inspection. So this is an inspected product and here at the NDSU meats lab we are federally inspected and there are several levels of inspection but for the most part there's federal, there's state and then there's exempt and we are a federally inspected processing plant which means that any sort of slaughter and processing we can do, we can ship product anywhere in the country. North Dakota has state inspection which is equivalent to federal, only all the product has to be sold within the state boundaries of North Dakota and that doesn't mean somebody can't come from Minnesota and buy your product but as long as the transaction takes place in North Dakota that's fine. The third level is custom exempt and custom exempt means that the slaughter and the processing did not take place under inspection and so that product has to go back to the person who owns the animal. Now the nice thing about this is if you're a beef cow producer, you've got pigs or sheep or any sort of livestock that you can actually sell the animal to the person and then they can have it processed and get the meat back. So that's the exempt but what limits you on that from like a home based business is if animals are slaughtered and processed under custom exempt you can't resell the meat. So if you have a plan that you want to try and resell some meat, you want to have some freezers or some refrigerators around, we're going to try and sell meat in a retail or in a farmer's market off the farm, you better have it inspected. The second thing we really want to talk about then is finding a processor that can do this. Unfortunately in North Dakota we're kind of limited in processors and if you're a livestock or a producer you probably know that it's hard to get things scheduled. We've talked a lot of processors, they're scheduled in the next year already for beef and pigs. So finding a processor is pretty important, again an inspected processor is great, custom exempt would work and if you go to like the North Dakota Department of Ag website they have a list of all the processors and hopefully you maybe know some of your area and there's a lot of interest in increasing processing capacity as well so maybe another topic for later. The third thing you really got to consider then is marketing, especially for beef. You have to sell the whole animal. When we talk about selling beef a lot of people really want to talk about oh we've got ribeye steaks and t-bones, we've got some burgers we can sell, you've got to remember there's a lot of roast, there's potentially got a lot of fat and bone you have to consider, plus the cost of processing. So to make this make sense you know you've got to plan to sell your product for quite a bit of money but recent survey we did talk to quite a few processors in North Dakota. The process and package of beef is the cost is approaching $1,000 in most places so the time you add the processing cost to the cost of the animal and you start selling meat you got to really consider that that meat gets pretty expensive and so you have to do really good job marketing. You have to have people that want to buy your product and often times you suggest that before you take animals into process you should have most of that sold before you even take that otherwise you're going up with freezers and freezers full of meat that hang around for a time that you end up losing money on. Now one of the final questions we get is can I actually do this? Yes, if you have inspected product either state or federally inspected product you can set up freezers or refrigerators probably freezers in your garage, in your house and you can actually serve as a retail outlet for that so you can sell meat retail from your farm from your house from your garage however you do have to have a retail license probably from your local health department or regional health unit and while you're not fully inspected they are going to make you have some things like you can't have your product and the retail product mixed together you have to have discrete freezers or refrigerators only again only inspected product and has to maintain that level of inspection and you can't do any processing once it leaves the processing facility for example you can't decide on when I've got a grinder at home I'm going to grind up some of this stuff and sell the meat you're not allowed to do that because you've taken it out and you've processed it without the benefit of inspection. So again kind of to sum up on some big things make sure you've got the level of inspection that you need again for retail sales you're not going to have state or federal inspection make sure you've got a good marketing plan and make sure that you're working with a processor that can get you scheduled in and do the things that you need for them to do.


I have the pleasure of speaking with Greg Farron from Treasury Metals. How are you today? How great. And I've seen you again, Tracy. Got to tell you, I love the name, Treasury Metals. And according to one of our top writers, the treasure is really your formula. I think he wrote here that the best place to put a gold mine is next to another gold mine. And he said, co-development is your key. Now I don't know if he's correct or not, but I do like the name Goliath Gold Project. So why don't we start there? Sure. Okay. Well, it's funny you say that because I was presenting at the Precious Metals Summit today and we were talking about being next to a gold mine. We're next to a very prolific camp, Red Lake. And the Dryden camp is just south of that. So, you know, we believe this is going to turn into the next Red Lake. And in addition, we recently made the, the Goldlin acquisition. So we bought our neighbor and now we have more than three million ounces of gold on the TransCanada Highway with one of the largest lamp packages in Canada. So we do believe that there is going to be more gold next to our district and as well, of these gold projects. One of the things that I've often commented on to investors out there that are, for instance, new to the gold market is the value of a great treasure hunter, a great geologist. And of course, Greg, you've been in the industry a long time. I recommend that people take a look at your bio and background to see your formula for success. Can you talk to us a little bit about your treasure hunters over at Treasury Metals? Yeah, sure. Yeah. Well, we have a great team at Treasury, lots of geologists. We've spent the entire spring and summer doing a soil sample, cast carbon work, looking for additional resources outside our three million ounce deposit. That's quite interesting. And our Treasury is actually in great shape as well. So we recently completed the largest financing in the history of the company. We raised $11.5 million and we've got some of the largest, most successful institutional investors in that financing. OK, so let's talk about why. I tell people all the time, I said, you know, even though gold prices have been as high as they have, a lot of the juniors, too, you know, small to bin caps, haven't enjoyed the joy ride yet of the gold price. And so I'd love for you to comment on that. We've had a number of experts recently, like David Morgan, saying it's not too late, but we'll continue to see this translation into the fall. Do you have any thoughts on that, Greg? Yeah, you know, I agree. It's the gold price has done very well around $2,000. And there's a lot of support overnight in Asia. And each morning in the US is now the gold price is opening up. Lots of liquidity. And the producers have been trading very well, but they're still way off their highs of the previous rally in 2011, 2012. And the juniors like Treasury were trading, you know, with a big resource, three million ounces, almost a 200 million market cap, and we're still trading at 50, 60 Canadian dollars an ounce. So there's still a lot of room for these projects to go. And I think our projects like us are going to be the next wave to move. And that we're in a good jurisdiction on the TransCanada Highway or development story. And I think what's going to happen, one or two more acquisitions that are going to be announced has been a lot of M&A, and that's really going to get the sector moving, especially for the developers. You have seen some interesting exploration stories doing very well. But other than that, the market is still very, very cheap. So it's very early in the cycle. And of course, I know you're used to working and communicating with a lot of people with extensive backgrounds in the resource sector. But there's a lot of new investors out there that are entertaining, getting into the gold sector. Can you kind of give them a reason, a competitive advantage on why Treasury Metals is the company they need to be looking at? Sure. Well, I mean, I think from an investment standpoint, they should just be looking to diversify out of the bond market, out of cash, as you know, out of the dollar, maybe even out of real estate. So that's why you're very early, starting to see retail, family offices, outside that small group that were already in the gold sector, getting into the gold space. So, you know, it is very early. And in Canada, you know, you're really noticing with things like with COVID, people want to be in safe jurisdictions. It's difficult to travel now. Ontario is a great jurisdiction. So is Canada for gold mining. It's one of the largest gold producing regions in the world. And we're right on the trans-Canada highway, you know, so that keeps our costs down. We have all the infrastructure. You have skilled labor. Got a very high grade open pit and attractive underground grade. So, you know, these are the reasons I would suggest looking at treasury metals.  You recently acquired the Goadland projects. OK, could you tell us a little bit more about that? I'm I'm fairly new to treasury metals myself. I'd like to learn more. Yeah, yeah. So it's very interesting acquisition. If you can believe it, the project boundaries are one kilometer apart and the acquisition took more than 20 years to actually agree to get the deal done. That's just how how business is not always easy. So it was a 65 million dollar acquisition. We paid in shares of royalty and some future cash payments that doubled our resource. So we're now one of the largest undeveloped gold projects in Canada with more than a three million ounce deposit. It's an open pit as well. So that's attractive grades near surface. And we had a federal EA for our mill and tailing facility and we have the ability to toll mill a second project. So it was really a perfect marriage, bringing these two deposits together under one company. And we liked it being done in treasury metal structure, because it's a pure play on this new district and this larger resource. So we're thrilled that we're able to get it done within treasury and not having to sell our project to the other group. One of your interested parties sent me an email today asking me to ask you to comment on your ownership in Platinix and provide an update on Shining Tree on your Shining Tree district. Love the name. Yeah. Yeah. So part of the transaction, as mentioned, we bought Gold Lund to focus on Northwestern Ontario. So we're now one of the largest or we probably are the largest undeveloped project in Northwestern Ontario. We had a second project, a gold project in around the Timmins area. Which is 10 hour drive away from Northwestern Ontario. So it made sense to sell that project to another company called Platinix. So we're now the largest equity holder. We own about 15 percent, about 20 million shares of Platinix. And that's quite an interesting district. It's in Timmins. It's a less well known camp within Timmins. And they've got the largest gold project in Timmins in the Shining Tree camp. Kote Lake just announced yesterday that they're building their line. They finally got the approval to go ahead. And so it's a great play on another district.  And of course, I think you told me just before we started this interview that you had a marathon of meetings this week, 18 meetings. And one day, is that correct? Yeah. Yeah. You know, that's the one advantage of, I guess, COVID is doing all these meetings online. You're able to get a lot of meetings done in one day as opposed to doing face to face meetings at these conferences. So it's a it's a three day conference. Typically, it's held in Denver, but now it's held virtually. And the other thing about the virtual meetings is you're getting investors from around the globe are able to participate. So because of that, we have 45 meetings over the three day period. Well, we know you have a lot of enthusiastic shareholders. I know Mario Drolet has done tech notes for us, at least two on Treasury metals. Can you tell us what shareholders should look forward to say the next quarter or two? Yeah. Well, I mean, you know, the gold price and just trying to correct the discount of where we're trading. It's really a value stock right now. And the reason I say that is because the acquisition only closed a month ago. So the market hasn't really heard the new story, the combined story. And the other thing they're going to want to see is the combined economics that are coming out on the project, which will take another two to three months. So I think the stock should catch up as we start telling the story, like we're doing this week in a strong gold market. And then as these economics come out, I think the the market will will start pricing this in with our peers, which should be, you know, a double from from where we are today in the short term. Well, great. Thank you so much for joining us. We're actually as a result of this interview, I'm going to talk Mario Drolet into doing your next update for investor Intel. Thank you for joining us today. Yeah, pleasure. Nice to see you again, Tracy. Thank you.


I wrote about the current state of biodiversity and ecosystems in the ASEAN region. This region is incredibly diverse in terms of plant and animal species in our forests, in our lakes and rivers, and even in our farmland and cities. And this biodiversity is important not only because it's special to our region but also because it is essential to the well-being of the people of ASEAN. Our biodiversity and ecosystems provide food, jobs, income, and many other environmental and social services to our people. Much of the biodiversity and ecosystems in the region are under threat. Our forests are being converted into commercial plantations, especially oil palm, and are also being threatened by urban expansion. It's been projected that almost half of all plant and animal species in ASEAN forests could disappear by the end of the century because of this. Dams in the Macomb region in particular are threatening hundreds of species of fish that millions of people rely on for food and their livelihoods. In the agricultural sector we're losing a lot of crop and livestock genetic diversity and this is making us much more vulnerable to climate change now and in the future. Past and current economic growth in our region has not taken into account the importance of biodiversity and ecosystem conservation. Therefore in the future regional and national development goals should better integrate biodiversity and ecosystem conservation. The region should also come together to establish minimum standards for environmental impact assessments and other safeguards, especially in the case of transboundary investments.