Mother, why did Daddy switch to Post-Em? Your father says there's no caffeine in Post-Em, nothing to spoil your sleep. And your father knows best. Post-Em transcribed in Hollywood starring Robert Young, his father. A half-hour visit with your neighbor, The Handerson. Brought to you by Instant Post-Em. A good-tasting drink that's entirely caffeine-free and by Post's 40% brand flakes. America's largest-selling brand flakes. Customs of 607 Maple Street generally stick pretty closely together. But they have a day every now and then when the family structure threatens to come unglued. This, I'm afraid, is going to be one of those days. It's Saturday afternoon, and Jim Anderson is just coming in the back door. Like this. Margaret, I'm home! Mother, I'll need this skirt pressed, too, in my organdy dress. Oh, yes, in my gray suit. Baby, I'm working as fast as I can. Don't rush me. What's going on here? I'll have to take all my blouses, too, in my Hello Father sweaters, and let's see what else. Take your blouses where? What's happening? Oh, Father, I have the most wonderful news. Really? What is it? Mother, all my hair curlers are bent or broken. Say that is startling news. So I'll just buy some new ones when I get there. When you get where? What's all this about? Is it a big secret? Oh, no, Father, it's just utterly devastating. That's all utterly. I see. Well, it's nice to get the details. What's this all about, Margaret? Oh, she's going to take a job. A job? Really? Yes, Father, I'm moving to Cedar Falls. I'm going to stay with Janie Liggett's aunt. Mother, do you think I ought to take my record player? Oh, that's up to you. Now, wait a minute here. Did you say moving? Yes, Father. I don't think I'll take the record player. Or maybe I should. You mean you're leaving? Of course. Yes, but... Don't look at me, dear. It isn't my idea. I've got to start packing. What happened to my green blouse? It's probably in your closet. Margaret, did you hear what she said? Yes, I heard it. Moving to Cedar Falls. Are you going to let her? Well, I didn't say she couldn't. And you always tell me I should go along with these things. Let the children work out their own problems. Yes, but she's not through college yet. She can't just quit in the middle of the term like this. Well, I don't agree with it either, but this opportunity came up as a matter of fact it came through the placement bureau at the college. So they evidently approve of it. They said she could continue her studies by extension. What kind of a job is this? Oh, some sort of secretarial work, I guess. It's with some company there in Cedar Falls. With some company? Is that all you know about it? Oh, I'm sure it's a reputable firm. Well, how do you know? You don't even know the name of it. Sounds like some fly-by-night deal to me. Daddy? I don't think we ought to rush into this thing.  Where did you get those? They're some of mommy's. Oh. Well, the shoes are all right, but it's just they don't look right on you. Look, Daddy, I can stand straight up without bending my knees. Well, take them off. I don't like to see little girls hobbling around in high heels. You children grow up too fast as it is without pushing it. Betty's leaving. The family's breaking up. No, don't get upset, dear. That's what you tell me. You say take it easy. Things always work out. Watch how fast I can walk in these, Daddy.  I won't trip. I've been practicing. Look, Daddy. Do you think, uh, Betty will come home for weekends? Daddy.  Dear, I know you're upset over Betty, but I don't think you ought to take it out on Kathy. I wasn't. I meant what I said. I don't want her to trip and hurt herself. Oh, I don't think there's much danger of that. Besides, if she falls down a few times, she'll stop wearing them. I know, I know. I don't get this sudden change. What happened to your Let Things Work Out Naturally theory? I don't recall that I ever espoused any such theory. Jim, dear, ever since the children were born, you've always... Oh, hello, Dad. You home? No, I'm on a live bait boat out in Puget Sound. Say, Dad, how would you like to have me bring home a big sack of owls? A sack of owls? Now, just what would we do with a sack of owls? Claude Mesne says they're valuable. You can sell the feathers. You don't say. For money. My son, a feather merchant. Owl feathers yet. Joe Phillips and Claude and me are going out fapping tonight. Oh, you are. Oh, that is, uh, if it's all right with you. Daddy! But I'm wondering if it's a good idea for you boys to... Daddy! All right, shrimp boat, get lost. Me and Dad are talking business. Ah, turn blue. What's the road, Squeegee? I don't have to, do I, Daddy? Well... Can I ask you a question, Daddy? All right, what is it, Kitten? Holy cow. Can I wear just one of these shoes? Kitten, look, I don't want you to think I'm being mean to you, but when I ask you to do something, remember that it's for your own good, so please do it. Oh, darn. Well, anyway, Dad, me and Joe and Claude... Mother Ernie! Oh, gosh. Where have you looked for it? It's not there. Well, which one do you mean, the black one? Ask Kathy if she took it.  Never mind. Now, there's an intelligent conversation. Well, anyway, Dad, Claude's dad said he'd drive us out as far as Red Rock Bridge and then we'll hike the rest of the way in. Carry our sleeping bags and all that. Sleeping bags? Sure. We don't want to sleep on the bare ground. Is this an overnight trip? Oh, sure. Can I go? Well, but in the first place, I don't like the idea of you boys out there chasing owls. Getting caught in those traps? We don't use traps. We sneak up on them in the dark with a net.  If there's no danger of that, it'll be dark. And in the second place, isn't it pretty cold to be camping out in sleeping bags? What if you get caught in a snowstorm? Oh, heck, Dad, it's not going to snow. No, but it could. Oh, Dad. You can feel it in the air. I'll look up the weather report in the paper. Oh, well, you can't go by that. Well, look, Daddy, if it says no snow, can I go? Here's my suit, Mother. It won't need much pressing. All right. How about it, Dad? Did you find the black hairbrush, Betty? I was hunting for the white one. Oh, well, did you find the white one? No, but I found the black one. How about it, Dad? Well, but I think I explained my position quite clearly. Holy cow. I knew it would turn out like this. Father. Well, now wait, bud. I just won't be living in a concentration camp. Father. Yes, what is it, Princess? I hate to ask you this, and I'll pay it back as soon as I get my first paycheck. But I'll need some money for the bare necessities. Rent and meals and movies and phonograph records and... Well, now, Betty, are you sure you know what you're doing? Why, certainly, Father. What about this outfit you're going to work for? Doesn't sound very reliable to me. Now, dear, we've gone all through that. Well, I'm not convinced. Father, do you know the company I'm going to work for? No, I don't even know the name of it. Then how do you know it's unreliable? Well, I... Well, from some of the things your mother was telling me about it. Fly by night and all that. Dear, you said that, not me. I didn't tell you anything about it because I don't know anything about it. See there? Nobody knows anything about this company. Well, I do. I know all about it. It's the William T. Ripple Company. Ripple? And they manufacture. Manufacture what? Well, how should I know? I'm only going to work in the office. I'm not going to be out in the factory punching a conveyor belt or whatever they do. Well, that settles it. You're not going to do anything until I investigate this outfit and find out just what kind of shenanigans they're mixed up in. Jim, if you don't want Betty to leave, just come right out and say so. Oh, no, it's not that. I don't want to stand in her way. But I certainly feel it's my duty... Dad, can I go if I wear my red flannels? Don't bother me about that now. Holy cow. Well, Father, I've already said I'd take the job. But you don't even know what it is. And Ralph is going to drive me over to Cedar Falls. Well, now wait. Let me finish what I was going to say. Father, I should think you'd be overjoyed that your daughter is going to start making $95 a week. $95 a week? Well, that must be a month. They wouldn't pay a beginner that much. It's a week. I'm positive. Dad, Betty, listen, I'm only trying to help you. Dad. Father, I talked to the man myself. Dad. What is it, bud? How about it if I wear two pair of red flannels? But I told you I didn't want you to go, and that's that. If you were older, it would be different. I'm older than I was last year. Betty, here's your suit. Thanks. Looks like I won't need it now, the way Father's talking. Well, Betty, now please listen. As I said, I don't want to stand in your way. But on the other hand, I certainly feel it's my duty to investigate this company before I let my daughter walk into some shaky enterprise she'll regret later on. Shaky? Dear, quoting your theory of the past, I think it would be good experience for her. Margaret, I wish you wouldn't keep bringing up my theories. Before she leaves this house, I'm going to make a few phone calls. Father, there's no one you can call now. It's Saturday afternoon. Every place is closed till Monday. I can't help that. I'm going to find out more about this. What is it, the Dribble Company? Ripple, William T. Mother, what am I going to do? Well, I'll go have a talk with your father. But I'll be truthful with you. It doesn't look too promising. Mother, what does he think I am, a child? Well, I'll see what I can do. Bud. Yeah? I want to talk to you. What have I done now? Nothing. It's what you're not getting to do that I want to talk about. What's going on? Get lost, shrimp. I think it's high time we took drastic measures. Can I take them, too? All right. Sit down, squeegee, but be quiet. We are going to have a meeting. A meeting? The way things have been going around here, the way we're all being treated like infants has got to stop. We've got to assert ourselves. Huh? We, the United Andersons, are going to revolt. The Anderson children are going to revolt because they aren't being treated like grown-ups. Well, maybe you have the same kind of problem at your home. If you have, here's a suggestion from our childcare expert, Ed Prentice. Well, I guess just about every youngster likes to act and feel as grown-up as possible. Why? I don't know. Personally, I'd rather be a kid myself. But anyway, that's how they want to be, and, well, here's one way, a perfectly safe and easy way to let them. Sure, let them enjoy post-em. The grown-up drink that's completely safe for the whole family. Let them have their hot post-em right along with you. Even little toddlers. You see, instant post-em satisfies their yearning for a good hot grown-up drink, yet contains absolutely nothing to harm them. No caffeine, no drugs of any kind. And say, you know, that's something for us grown folks to remember, particularly those of us who suffer sleepless nights or jangled nerves due to the caffeine in coffee and tea. Of course, not everybody's affected that way by caffeine. Many aren't. But if you are, why not make caffeine-free post-em your steady drink? Instant post-em for you and the kids too. You'll all enjoy it. Tastes mighty good and heartening. That's instant post-em. Get a jar tomorrow, okay? Well, a great revolt is on at 607 Maple Street. As the amalgamated Anderson kids assert themselves and establish right in such momentous issues as, one, stumbling around in high-heeled shoes, two, taking a job in cedar falls, and three, going owl-trapping. While this meeting is in progress, self-appointed mediator Margaret is having her little discussion with Jim, who is acting under what he considers basic parental duty. Like this. Honey, I understand all that perfectly, but I still say that I'd be a poor parent indeed if I didn't check into this job of Betty's. But you can't do anything about it now. You called over to cedar falls and found out the place is closed till Monday. Now, why don't you just relax and let things work themselves out? I've got Ed Davenport down at the Chamber of Commerce checking on it for me. He'll find out something. Oh, dear, you know how these things go. If you don't fight it, something always comes up and it's all forgotten. Margaret, you can't just sit by and trust to luck. Betty's too young, too inexperienced to take off like this. Jim, cedar falls is all of 35 miles away. Why, she doesn't even know what the company manufactures. They're making a legitimate product. Why are they keeping it so quiet? They're not keeping it quiet. Betty just forgot to find out what it is. I'd better find out exactly who it was who got this job for Betty. She told you it was the college placement. Where is she, still in the kitchen? I think so. All the children are in there with the door closed. I don't know what they're doing. There was probably Ralph who promoted this whole thing. Sounds like his work. Yeah, and then he says, snow. Says it's gonna snow. Budge. Well, what's going on here? Oh, hello, Dad. Father, you can't come in here. I can't? No. We're having a meeting. Oh, what kind of a meeting? Oh, just a meeting. Hi, Daddy. We'll let you know about it later. Guess what, Daddy? We're revolting. Oh, I wouldn't go so far as to say that. Yes, we are, Daddy. You'll find out. Kathy, keep quiet. And, Father, you've got to leave till the meeting's over. I see. Well, I guess I know when I'm not wanted. But hurry it up because there's some things I want to ask you, Madam Chairman. You'll get your chance to talk, Father. Well, fine. I'll look forward to it. Goodbye, Daddy. I'm leaving. Don't worry. Well, did you find out anything? Plenty. There's a big deal going on in the kitchen. Sounds like mutiny. Mutiny? Yes, they're having a big meeting and from what little I could pick up, I'm the principal target of their attack. What are they saying? I didn't get very much of it, but I think if I open the door just to crack it. Oh, now, Jim, you're not going to eavesdrop. Well, this concerns me. It might be very interesting. Well, I'm not going to listen. And then on top of that, now I'm not going to listen. And then on top of that, now get this, Betty. All right, you registered your complaint now. You don't need to go into any more of it. The point is... Well, let me tell this. I even offered to wear two pair of red flannels. Daddy says I can't walk in these shoes. Look how good I can do it, Betty. Get that, honey? Shhh. Kathy, you've demonstrated a hundred times. Now sit down. Not old enough, he says. The point is that we're all agreed that we've got to do something about Father. Right? Right. They just decided they've got to do something about me. I don't blame them. Our main complaint is that Father has failed to keep up with us and with the times. Yeah. His trouble is that he's just too utterly model teen. You can say that again. Yeah. He thinks we're still living back in the 1940s. The 1940s? I thought you weren't going to listen. All I just happened to catch that. So our next step is to draw up a resolution and present it to him, right? Right. A New Year's resolution? No. A resolution telling him what changes we want made and what we intend to do and that from now on, we want to be treated as adults instead of babies. After all, we're old enough to know a thing or two. You adore going right. Yeah. I know a heck of a lot more about trapping owls than he does. All right. You kids keep quiet now and I'll draw up the resolution. Okay. But do you want to see me walking these shoes? No. They're drawing up a resolution now. I bet that's going to be a world-shaking document. I should be in there helping them write it. No, I think they'll do a good job. And outside of the things they said about me, their other statements make a lot of sense. As near as I could tell, the only statements they made were about you. Well, what I mean is, oh, that's probably a Davenport calling back. I hate to interrupt the meeting, but I guess I'll have to barge into the kitchen to answer it. There's an extension, you know, in the den. Oh, yeah, that's right. Dad! Huh? Oh, what are you doing here behind the door? Oh, nothing.  Oh. Well, you want it on the phone. Oh, well, thanks. Come in, but make it snappy, Dad. Yes, sir. Yeah, make it snappy, Daddy. Oh, I will. I won't take a chance with this gang. Hello. Oh, hello, Ed. What did you find out? You were right, Betty. That's where he was. Oh, I see. Uh-huh. You're sure about that? Uh-huh. Well, much obliged, Ed. Maybe we can have lunch sometime next week. Fine, goodbye. Is the meeting about over? No. We'll tell you when. Yeah, we'll tell you when, Daddy. I shall await it with eager anticipation. Was it, Ed? Yes, it was, Ed. Well, what do you have to say? Oh, we had some information on the Ripple Company. They, uh, they manufacture leather goods. Well, that doesn't sound very shaky. As far as he could tell, they're a good, reliable outfit. Well, don't get worried, dear. Let's just play along and see what happens. Margaret, I can't understand your complete lack of interest. Dear, I'm only repeating what you yourself have said. Okay, Dad, you can come in now. Oh, well, good. May I come in, too? Uh, I don't know. Just a minute. Betty, is it okay if Mom comes, too? Yes, I guess so. Okay, Mom, come on in. Thank you very kindly. Father, you sit right there. Here? Okay. Where do I sit? Anywhere, it doesn't matter. Hi, Mommy. Hello, Kathy. I'll bet you're glad you're not Daddy. All right, let's have order in here. Mr. James Anderson. That's me. We, as a committee of three, have drawn a resolution which we are utterly desirous of reading to you. And I'm utterly desirous of hearing sayings. All right, here it is. We, Betty Anderson, Bud Anderson, and Kathy Anderson do hereby resolve as follows. Hi, Daddy. Keep quiet, Jughead. Whereas we have reached varying ages as the case may be, we feel that it is utterly high time that we were treated accordingly. Know what that means, Daddy? I don't. Hey, quiet. Whereas we feel quite capable of figuring a few things out for ourselves and making a few of our own decisions. We hereby intend to take the following courses of action. Yeah. May I have a drink of water? No. Read about me first. Number one. I, Kathy Anderson, do hereby intend to wear whatever type footwear at various times and on various occasions as I so please. I got them on right now. See, Daddy? Uh-huh. Number two. I, Bud Anderson, do hereby intend not to be prevented or restrained from going owl trapping by utterly spurious weather reports about snow and et cetera. And furthermore, I do not intend to wear two suits of red flannels either inside the sleeping bag or outside. Number three. I, Betty Anderson, being of sound mind and practically grown up, do hereby... I know, I know. Do hereby utterly insist that I'm going to Cedar Falls. For the purpose of making $95 a week. Never mind reading the rest of it, Princess. Where are you going, Father? I'm hauling down my flag and retreating to the den. Then it's okay to go owl trapping. Sure, go ahead. Oh, dear, just a minute. I know when I'm outnumbered, Margaret. Then it's all right to take the job, Father. Sure, go to Cedar Falls. Make $95 a week. It's your life. I'm not going to interfere. Can I wear mommy's shoes? I don't care, kid. Wear stilts if you want to. Dear, you don't have to give in to everything. What are you going to do?  Now, don't take that attitude, Jim. No, honey. You said to just relax and let things work out. I'm going to follow your theory this time. My theory? You've been telling me this all afternoon. Now, I'm going to do it. But I'm not going to be responsible for what happens. Let the family fall apart. Oh, dear. Why hadn't you better answer the phone? Why answer it? I'm going to relax and let things work out. Maybe it'll stop ringing. Aren't you going to answer the phone, Dad? No, it's probably for Betty anyway. Hello? Yes? Who? Oh, well, just a minute. Betty, it's for you. Who is it, Ralph? No, it's some guy by the name of Masterson or something like that. Oh, that's the man at the placement bureau. It's about my job. Marta, when do things start working out? There, I didn't say that they were going to... Hello? Yes, this is she. What? Switchboard training? No, I haven't had any of that. Mine's been mostly shorthand and typing and all that. Gee, I don't even know what a leather stamping machine is. Well, Mr. Masterson, couldn't I just take the secretarial part of it and maybe take less paid than the 95 a week? What? A month? Uh-huh. Did you hear that, Margaret? Well, I guess you'd better tell him I won't take it. Thank you, Mr. Masterson. Goodbye. Uh, Princess, I was just thinking, I'll bet Ed Davenport down at the Chamber of Commerce could use a good girl in his office this summer. After school's out. Father, you were right. It was 95 a month. Yeah. Well, I'll talk to Ed next week. As a matter of fact, I'm going to have lunch with him. Well, Dad, Joe and Claude are expecting me over at Joe's house and I ought to... Holy cow, look out the window. Father, do you really think Mr. Davenport... Holy jumping cow! What's the matter, Bod? I never would have believed it. Believed what? Look, it's snowing. Call Joe and tell him the trip's off. Tell him to bring his skis and come on over. I'll be upstairs unpacking, Mother. Well, dear, what do you say now? Well, honey, it's like I've always said. If you just relax, give these things time. They always work out. For goodness sakes, eat post-brand flakes. It's important to know that a good-for-you cereal also has a delicious flavor that the whole family will love. And that's exactly what the post-serial people have done for brand. Yes, they have given their new post-40% brand flakes a wonderful new magic oven flavor, a tempting, crisper texture that many people now prefer over any other cereal. And besides tasting good, post-brand flakes are good for you because they give you those important keep-regular benefits that brand is famous for. So next time you go shopping, be sure to buy new post-40% brand flakes, America's largest-selling brand flakes. They're really good and so good for you. A short live revolt on Maple Street is now a little more than a memory. And the activities in the White Frame House have settled back into such earthy routine tasks as preparing dinner, which Margaret is doing at this very moment. Jim is just entering the kitchen to check on its progress. Like this. Mmm, that smells good. When do we eat? It won't be long now. Have you checked on Kathy lately? Yes, she's abandoned your shoes in the front hall. At this moment, she's outdoors playing Fox and Geese in the snow with Bud. Oh, my. Jim, tell me truthfully, how did you know it was going to snow? Oh, just naturally brilliant, I guess. No, not tell me. Well, after an intensive study of the pressure areas... Father! Oh, hello, Princess. Father, I've just torn up that resolution and drawn up a new one. Oh? This one says we're sorry for the way we acted, and that we all realize that, well, you know best. Well, Betty, I wish you were right, but you're not. I was just lucky. Lucky? Yes. But I think I've learned a good lesson today. I've learned I have some pretty self-reliant grown-up kids. And from now on, maybe your father will be a little less, shall we say, model T. Once again next week, then we'll be back with Father Knows Best, starring Robert Young as Jim Anderson. Until then, good night and good luck from the makers of post-40% brand flakes, America's largest-selling brand flakes, and Instant Postum, a drink that's entirely caffeine-free. In our cast, where Helen Strome is Kathy, Dorothy Lovett, Rhoda Williams, and Ted Donaldson. It's the best hot cereal you ever ate. Post-wheatmeal, the best hot cereal anybody ever ate. Rich and delicious with a nut-like flavor you never want to miss.  Post-wheatmeal takes just three minutes to cook. Get the big family economy size with a picture of Roy Rogers on the package. Post-wheatmeal. The best hot cereal you ever ate. Now, Best was transcribed in Hollywood and written by Paul West and Roswell Rogers. This is Bill Foreman speaking. Play Truth or Consequences on NBC.


Live from Los Angeles, it's theCUBE, covering Open Source Summit North America 2017, brought to you by the Linux Foundation and Red Hat. Hello everyone, welcome back to our live coverage, theCUBE's live coverage of the Open Source Summit in North America as part of the Linux Foundation. I'm John Furrier, your host with Stu Miniman and also we'll give him on co-host. Our next guest is Tammy Bakshi, who's an IBM Honorary Cloud Advisor, algorithmist, former CUBE alumni, great to see you. Thank you very much, glad to be here. You get taller every year, and it's about three years ago, two years ago? I believe, yeah, two years ago, Interconnect 2016. IBM show, doing a lot of great stuff. You're now an IBM VIP, you're doing a lot of work with them. IBM champion, congratulations. Thank you, absolutely great. What's new? You're pushing the code today? Definitely, now today, getting ready for my BLF that I've got tonight, it's been absolutely great, and I've been working on a lot of new projects that I'm going to be talking about today and tomorrow at my keynote. I've been working on Astanmay, of course, Interconnect 2016, the very first time I presented Astanmay, since then a lot has changed. I've incorporated real deep learning algorithms custom with TensorFlow into Astanmay. Astanmay now thinks about what it's actually looking at, using Watson as well. It's really interesting, and of course, new projects that I'm working on, including Deep Spade, which actually basically helps online communities to detect and of course, report and flag spam from different websites, like for example, Stack Overflow, which I'm working on right now. So you did some deep learning stuff? Yeah.  Exactly, yes. What's the coolest thing you've worked on since we last talked? Well, it would have to be a tie between, say, Astanmay, Deep Spade, and Advancements with a cognitive story. As you know from last time, I've been working on lots of interesting projects, like with Astanmay, some great new updates that you'll hear about today. Deep Spade itself, though, I'd like to get a little bit more into that. There's actually, I mean, of course, everyone listening right now is using Stack Overflow or Stack Exchange at one point in their lives. And so, they've probably noticed that a little bit here and there, you'd see a spam message on Stack Overflow in a comment or post. And of course, there are methods to try and prevent spam on Stack Overflow, but they aren't very effective. And that's why a group of programmers known as CharcoalSE actually went ahead and started creating basically the suite to try and prevent spam on Stack Exchange. And they call it Smoke Detector, and it helps them to find and remove spam on Stack Exchange. Just like this is so good until it goes off and the battery needs to be replaced and you got to get on a chair. But this whole smoke detector, this is a real way to help create a good, healthy community. Yes, exactly. So they try and basically find spam, report to moderators, and if enough alarms are set off, they try and report it or flag it automatically via other people's accounts. And so, basically, what I'm trying to do is, I mean, a few weeks ago, when I found out about what they're doing, I found out that they use regular expressions to try and find spam. And so, they have years of people gathering experience, they're experts in this field, and they keep adding more regular expressions to try and find spam. And since I'm really, really passionate about deep learning, I thought, why not try and help them out, try and augment this sort of smoke detector with deep learning? And so, they graciously donated their dataset to me, which has a good amount of training rows for me to actually train a deep learning system to classify a post between spam or non-spam. And you'll be hearing a lot more about the model architecture, the CNN plus GRU model that I've got running in Keras tonight during my U.S. Now, machine learning could be a real benefit to spam detection, because the patterns, scammers tend to have their own patterns as do bots. Yes, exactly, exactly. And eventually, you realize that, hey, maybe we're not using the same words in every post, but there's a specific pattern of words, or this specific type of word that always appears in the spam message, and machine learning would help us combat against that. And of course, in this case, maybe we don't actually have a word or a specific website or a specific phone number that would trigger a regular expression alarm, but in the context that this website appears, machine learning can tell us that, hey, yeah, this is probably a spam post. So there are lots of really interesting places where machine learning can tie in with this and help out with the accuracy. In fact, I've been able to reach around 98% accuracy and around 15,000 testing rows, so I'm very glad that there's also far, and of course, I'm continuing to do all this parameter tuning and everything. All right, so how old are you this year? I could be at the numbers trade. Are you 13, 14? Well, originally, Interconnect 2016, I was 12, but now I'm 13 years old and I'm going to be 14 in October, October 16. Okay, so you're knocking on 14. Not just yet, Mary, I will be 14 in June, all right. So Tanmay, you're 14, your time's done at this point, but one of your missions today to be serious is helping to inspire the next generation, especially here at the Open Source Summit. Why don't you talk a little bit, give us a preview of what we're going to see in your keynote. Sure, definitely. And now, as you mentioned, in fact, I actually have a goal, which is really to reach out to and help 100,000 inspiring coders along their journey of learning to code and, of course, and applying that code in lots of different fields. In fact, I'm actually already around 4,500 people there, which I'm very, very excited about. But today, during my BOF, as I mentioned, I'm going to be talking a lot about the in-depth of the deep spade and Tanmay projects I've been working on. But tomorrow, during my keynote, you'll be hearing a lot about generally all the projects that I've been working on and how they're impacting lots of different fields, like healthcare, utility, security, via artificial intelligence and machine learning.  I assume. What's changed? What's accelerating?  What have been some of the key learnings you've had as you've really done this? Yeah, sure. In fact, this is actually something that I'm covering tonight. And that is, that Ask Tanmay, you could say that it's DNA. I mean, what, well, from Ask MSR that was made in 2002, and I took that, revived it, and basically made it into Ask Tanmay. In its DNA, there were specific elements. Like, for example, it really relies on data redundancy. If there's no data redundancy, then Ask Tanmay doesn't do well. If you were to ask it, where was, where's the open-source summit North America going to be held, I wouldn't answer correctly because it's not redundant enough on the internet. It's mentioned once or twice, but not more than that. And so I learned that it's currently very, I guess you could say naive in terms of how it actually understands the data that it's collecting. However, over the past, I'd say around six to seven months, I've been able to implement BIDAP or Bidirectional Attention Flow. That's what was created by Alan AI. And it's a completely open source. And it used something that's called a squad data set or standard question and answer data set in order to actually take paragraphs and questions and try to return answers as snippets from the paragraphs. And so, again, integrated to Ask Tanmay, this allows me to really reduce the data redundancy requirement. I'm able to merge very similar answers to have better answers at the top of the list. And, of course, I'm able to have it more smart. It's not as naive. It actually understands the content that it's gathering from search engines. For example, Google and Bing, which I've also added support, search support for. So, again, a lot has changed using deep learning, but still, sort of the key points of Ask Tanmay requires very little computational power. Case, very, very cross-platform runs on any operating system, including iOS, Android, et cetera. And, of course, from their open source completely on GitHub. So, how has your life changed since you've been really in this spotlight and well-deserved? I think it's been great to have you on theCUBE multiple times. Thanks for coming on. Thank you. Definitely, of course. Dave along there was just calling. He wants to ask you a few questions himself. Dave, if you're watching, we'll get you on. Just call right now. Thank you. What's going on? What are you going to do? Are you happy right now? Are you cool with everything? Or is there a point where you say, hey, I want to play a little bit with different tools? You want more freedom? What's going on? Well, you see, right now I'm very, very excited. I'm very happy with what I'm doing. Because, of course, I mean, my life generally has changed quite a bit since last Interconnect, you could say, from Interconnect 2016 to 2017 to now. Of course, since then, I've been able to go into lots of different fields. Not only am I working with general deep learning and IBM Watson, I'm working with lots of different tools. I'm working especially in terms of, for example, Linux, what I've been doing with open source and everything. I've been able to create, for example, Jastan may now integrate Keras and TensorFlow. Deep Spade is actually built entirely off of TensorFlow and Keras. Now I've also been able to venture into lots of different APIs as well, not just with IBM Watson, also things like we've got the Dandelion API. Jastan may also relies off of Dandelion providing tech similarity services for semantic and syntactic tech similarity, which, again, we'll be talking about tonight as well. So yeah, lots has changed. And of course, with all this sort of new stuff or new media through which I'm able to share my knowledge, like for example, all these Cube interviews I've been doing and of course, all these keynotes, I'm able to really spread my message about AI, why I believe it's not only our future, but also our present. Like for example, I also mentioned this last time, if you were to just open up your phone right now, you already see that half of your phone is powered by AI.  So you probably want to open up this application. It predicts that and provides you with that. Apart from that, things like Siri, Google Now, these are all powered by AI. They're already integral part of our lives and of course, what they're going to be doing in our lives to come is just absolutely great with like healthcare, providing artificial communication ability to people who can't communicate naturally. I think it's going to be really, really interesting. Tami, always great to have you on the Cube. Congratulations, ask Tami good projects. Let's stay in touch as we start to do this more collaboration. Love to keep promoting your work. Great job. And you're an inspiration to many. Thank you very much. Glad to be here. Live coverage from the open source summits to Cube in Los Angeles. I'm John Furrier, Stu Miniman. We'll be back with more live coverage after this short break.


What's up navigation traders welcome to this week's video update today's Friday, November 15th Welcome to this exclusive video for pro members. We're gonna talk about who got caught being hot in the community this week We're gonna talk about all the alerts We're gonna talk about our current positions We're gonna I want to discuss Trading iron ducks in a low implied volatility environment been some discussion About iron ducks in the community this week, so I want to address some of that Looking at the earnings next week and then just what's going on in the market. All right, let's jump in Who got caught being hot this week? This week goes to a Member who's been around been around in the community for quite a while and just consistently adding value consistently posting suggestions He's he's one of our Canadian members so really helpful in helping those who have specific questions that are relative to to If you live in Canada, so Congrats Gerald paying Appreciate all your contributions. Keep up the good work. You got caught being hot All right, let's jump into the alerts for the week starting with Monday The 11th so our first trade was a rolling adjusting trade in natty gas So we had already rolled one of our sets of short strangles We had one left It was down to 14 days to expiration which we typically like to start looking at potentially rolling those around 21 days But it was just sucking out the premium. So just kind of let it sit for an extra few days But we just rolled that from December with 14 days and rolled that out to January with 45 Kept the strikes exactly the same so now we're holding both sets out in that same cycle so let's go to natty gas and Man what a ride this nat gas has been I mean just huge swings But it keeps coming right back to center for us. So it's been good on our front So here's where we're at Here's we share the three put on the strike for both of these and we've got the 2.3 Call and 2.35 calls of pretty close to being the same thing They're both inverted you can see prices hanging out right here So since we've rolled both of these made up an additional almost 750 bucks And still just working our way back after that massive move that we had when we initiated this position So working our way back nicely in natty gas Next trade opening trade in forge slash 6b the British pound implied volatility continues to stay high So we wanted to sell some premium to take advantage of that. So here's 6b Pretty close to where we put it on not much movement at this point, you know implied volatility is Continuing to stay high because of the the whole Brexit thing some new new stuff coming out about that and potential Potential closure to that it sounds like But whatever it is it's giving us the chance to sell some premium with that high implied volatility So that is all we care about my friends So that's where we're at on 6b Next trade rolling adjusting trade and QQQ so we rolled one set of our short call verticals in the cues Just adjusted our strikes to accommodate that get back into a positive theta position We've continued to roll these just to keep that short delta exposure in our portfolio So if we look at those here's both of them kind of put together, but you can see prices just inside of our range and Man this this market has just been incredibly incredibly strong And so and we've discussed this a little bit the last couple weeks and in the community and that is I mean You know we we always talk about carrying short delta When you get a massive rip higher like this in stocks Just continues to hit new all-time highs That short delta hurts But you know the fact is that we are able to carry this short delta and we're still we've still been profitable through this up move You know that said that says a lot now are we as profitable had we been long or not had that short delta? No, absolutely not but hey You can't you can't trade in hindsight And so we will continue to carry a little bit of short delta to help protect from those downside moves And it will come You know when I mean when you go through something like this it seems like it's never going to go down again I mean we we haven't seen a downtick In a month and a half In stocks, but it'll happen and just you know stay mechanical stick with the program And to give you an idea of where we're at on our short delta versus theta Is um The short so we're about two a little over two to one on our short delta beta weighted to spy on our Short delta versus our theta So we're in a good position We'd like to have a kind of a range of anywhere from one to one to five to one And you know any when you get a big move like this a lot of times It's easy to get overly short And we've done a really good job in our portfolio of not getting too short Part of that is the implementation of the iron ducks and utilizing that strategy In you know mixing in our portfolio And then the other is just kind of you know tweaking and managing and you know rolling cuts down on delta and all the different things that we teach So we've done a good job of not letting that Short delta get out of hand and and it you know we're a little over two to one on our ratio So we're in really good shape And in a good position to you know take a little bit of a of a pullback of a downside If or I should say when it does happen Next trade was an opening trade in amazon. So we put on an iron duck in amazon Did this one with 11 days to expiration and so we're still in that prices come down Since we put that on amazon You can see prices has come down some since we put this on So you can see prices just starting to enter our duckhead I had I had a question from one of our newer members In the community saying you know, we've we've been in this we've only got until next week You know today is friday. So this expires next friday the 22nd We've only you know, it's it's in the duckhead area. Why are we not showing barely any profit? And the reason is is because and the reason that we put these on with such short time frames such short duration Instead of that typical 30 to 60 days is because the way that this is positioned the way these options are priced and the way this is skewed Uh, a lot of this profit doesn't come in until the last few days And so that's why we you know, we we don't want to be sitting in these for 30 or 60 days So we that's why we kind of position these between that one and 21 days to expiration So we can just hold them for a shorter period of time because a lot of that profit will start to come in In the uh in the last few days If you're if you're in toss, you know, one of the things you can do and I think tasty works has this feature too But their analyze tab is is definitely not what tosses is Uh, but you know today's the 15th So if you take this through time and just tick, you know tomorrow the next day the next day You can see how that p&l line moves as you get closer and closer to expiration And you know, this is this is you know, the last day and you can still see there's some some some meat in there As far as option premium and then obviously uh after expiration it it follows the teal line, but Anyway, that's that's how that works with these iron ducks Uh, let's see. Let's go to our next trade Opening trade in tesla. So we did another iron duck in tesla. Uh tesla has actually moved higher since we put this on Tesla has been on a real tear Um, and so here's what that looks like We're up well within our duck beak in tesla Um, you know some some i've noticed a lot of some not a lot, but some of the members You know, it gets into the beak and you're actually uh, you know, your p&l line is above that beak They're just taking it off and booking that profit And hey, if that that's kind of what your trading plan is great Um for us, we like to leave these on i'm gonna set my price slides to break even here Um, we like to and this is 1123 make sure I got my calendar correct You know, we've still got what I like to do is I I like to bring that price slice over to just as it would enter the You know outside the duck beak into the head You know, we've still got a 27 probability That price could go down here between now and expiration, you know So we're going to keep this on if we get down to a point where we have less than a 10 chance That price can get into that duck head then we're just going to close it out and book that beak profit But we're going to go ahead and hold on to this one for now. This one just like amazon expires next friday So we've got a week left. So we will see what happens Uh speaking of I want to point out to big willy in our community who's Always, uh engaged always always contributing He uh, he sent out a uh, a notice that he found a reverse iron duck In tesla and i'm going to bring it up right here because I think it was a great great find You you don't typically find reverse iron ducks in equities Because usually the puts trade richer than the calls but in the case of tesla the calls are currently trading richer than the puts and so big uh, big willy brought it out that uh, he found a potential reverse iron duck and Uh, it was a good one. So I I put on something similar Um, let me put it on in my other account, but let me pull up what I actually put on And um, so even even in the next week, you might be able to find something similar or hopefully you saw his post in the community Uh, but here's what I put on I put on the short 367 half Puts long 365 puts and then the short 385 call uh long 400 call So it looks like this. So if we bring our price slice over to break even here and this was out in the, uh Uh, december 7th is the expiration here. So if I change my calendar here To december 7th, oops a little too far there december 7 So you can see a little over 80 per 86 probability of profit In this case with the reverse we have no risk to the downside And we'll take this off if price gets up to here up to our, you know, our break even or, you know, close to What equivalent uh is of our of our max profit. So Good fine big willy nice work. I love all the duck hunting going on. It's good stuff. Um, all right next trade By the way, if you want to learn more about that reverse iron duck, we talk about that in part three of the iron duck course So you can check that out Next trade opening trade in ewz Uh ewz had a real nice spike in implied volatility and so we put on a short strangle in ewz Uh, if we take a look at where we're at now, we've got about 70 bucks 75 bucks in profit since we put this on Uh, but just holding waiting for some more time to pass waiting for some more theta to decay We got in here when implied volatility popped up and then now it's contracted nicely. So, uh, we'll the We'll see what happens in ewz Next trade rolling adjusting trade in es. So this is our long put vertical that we're holding for that short delta exposure Um, this one was basically all the way out of range And so we just held it all the way down to one days to expiration because you can't get assigned on futures So we were just holding it just in case we did get a snap back to the downside But it didn't happen. So we went ahead and rolled this out to extend duration keep that short delta exposure Rolled it out to 36 days to expiration So if we take a look at es Again, just like everything else in the equity markets for the most part have been strong Uh, but here we are, you know, so prices moved up a little bit since we put this on but we're still in range Just holding this for some downside potential downside in stocks Next trade closing trade in rut. So we had a weekly double calendar on in rut And uh, we're down to the last trading day And we're hoping for a little bit of an uptick in rut, but unfortunately You know everything's going up except rut didn't go up on the day that we wanted it to but anyway We booked a small profit on that trade And so we were out of that Next trade opening trade in spx. So we added another iron duck in spx did this one with 21 days to expiration So let's take a look at spx. We've now got two iron ducks in spx This is the one that we already had on You can see price has moved all the way up here In our beak. So if we kind of like I was talking about before if we move this To the uh, to this point here. So right where the beak ends and the snout of the duck starts Um, you know, you can see we still got about a 20 probability that price could get back in there. So in the next week if price continues higher and uh, And we get down to about a 10 or less chance of price getting back to the duck head We'll just go ahead and book that beak profit, which is in this case 110 bucks Better than the sharp stick in the eye And then the one from the alert that I just mentioned the new one that we just put on pretty close to where we put it on Uh, we've got a this one is out 12 seven. So 21 days to expiration Oops wrong date December 7th Uh, you can see we've got 89 probability of profit. So just holding on to this one We'll hold this one close to uh, close to expiration. So just laddering these in Um, let's see next trade. Oh, the other thing I was going to mention On iron ducks I've mentioned this before but with implied volatility as low as it is I mean, look at this ivy percentile of one ivy rank of one in spx So whenever this happens, that's why we're going out so far in time to that upper end of the Range of where we like to put these on, you know, this one has 21 days to expiration Which is kind of at the far end of where we like to do this and that's what you have to do when um, when implied volatility gets so low Because otherwise, you know, you'll have a problem not getting not being able to get that no risk to the upside Not being able to get that a decent beak profit Because implied volatility is so low if implied volatility or when implied volatility spikes You'll start seeing us put these on with Even as low as one day to expiration or three days to expiration and that's when that's when the duck hunting gets really fun Get that implied volatility you get a bigger credit you get further away from price on your downside And you can get shorter duration trades But for now with implied volatility so low we we're still able to put these on we just have to ladder them out longer duration and then And then, you know, you might have to adjust your your strikes a little bit off of what we what we initiate In the course, which is you know selling the 65 delta call and then buying one strike higher Selling the 15 delta put and buying the 10 you might you just have to tweak those one strike here one strike there To make it set up so you have that no risk to the upside a decent credit And you know an unmanageable manageable amount of buying power And then of course, uh, you know, if you're in a smaller account and you don't want to be trading spx Which in this case, you know, this is a 2,300 almost 2,400 dollars in buying power for this trade You know, you can do spy which is one tenth of the size and there's no problem with that Uh Next trade so we opened so we had closed out our double calendar weekly double calendar and rut and then today we reopened another one Did this with seven days in the front week 14 in the back week, you know in the in the weekly income course We teach entering with seven in the front week and then the back week being more around 21 But again with implied volatility as low as it is getting a discant a decent risk reward just doesn't work out with you know that 21 days in the back in the back week, so we shorten that up And and then um, I'll show you what that looks like So if you go to rut Here's where we're at I I position this so we have a little bit more room to the downside plus prices moved up a little bit since I put this on And so this is what it'll look like. So we're going to hold this up until next Friday potentially And and try to you know stick within that range and and book a profit in rut If we get to a point where we're we're down about 400 bucks on the trade Which would be way out here beyond the expected move, you know kind in this area to the upside And this area to the downside You know in that case, um, then we're going to take it off for a loss But that's a pretty big range before we would take it off and hopefully it stays within here The other thing is if implied volatility expands if we get some downside and we get a spike in implied volatility These break evens will expand and our max profit will expand So these are not these are not uh the max profit and the break evens are not static on these calendar spreads They are dynamic meaning they can move it's kind of like an accordion They can move in and out in and out depending on implied volatility and price And uh in time to expiration. So That's the plan in rut And then lastly we did a closing trade in iyr we had a iron condor in iyr booked over 30 of max profit in just 10 days So we're out of that one So nice trade there. Uh, let's go back to the platform. Look at some of our other positions I mentioned 6b es gc gold We've got an iron condor in gold because the price is hanging out right here You got a little bit of profit could use a little bit more upside Before we do anything there Natty gas I mentioned bonds Uh bonds have been on a little bit of a wild ride. So here's here's one piece And we've got two sets of short strangles on you can see price is hanging out up here outside of our range But after we've made an adjustment remember crossing the break even that doesn't really trigger an adjustment What we do is we look at how much premium is left in the untested side. So in that case would be the calls So you can see we've got we've still got a little bit of premium left in those calls So we're not looking to roll them down yet But if price moves much lower next week, then that's exactly what we'll do we'll roll those calls in closer to price The other one that we have on is a we added another Strangle and we've got some profit here of a couple hundred bucks But just waiting for some more before we do anything on that piece In wheat we've got an iron condor. You can see price is hanging out well within range here Just waiting for some more time to pass on our wheat iron condor Apple has been the leader of the pack for these strong stocks and unfortunately, we've been short this one But uh, so this is our long put vertical. You can see price is broken out of the range So just looking for price to get back into range there Uh amazon did I mention that one? No, uh, yeah. Yeah. Yeah, we've got that iron duck price hanging out right here into the duck head John Deere we've got this long put vertical that we've been uh Excuse me short call vertical started out as a long put vertical Um, and price is hanging out inside of our range here. So just holding on to that for some more downside DIA we've got these two sets of short call verticals that are also part of our short delta exposure You can see price is just outside the range Looking for some downside to get back into range there I mentioned ewz iwm Same story here another long put vertical price is hanging out right here on the breakeven Looking for some downside to benefit that I mentioned the cues. I mentioned rut smh So we've got a uh short strangle on in here that's that's already been adjusted because the price is way out here Um, I'm not looking to add to this just because implied volatility is super low at the zero on the percentile and rank But so we'll just continue to manage this and similar to what I've shown you in bonds We're not ready to make an adjustment if we look at the value of the premium in the puts Still a little bit of value of of what they're at right now compared to what they would be at expiration So we haven't made another adjustment yet if price continues higher into next week in smh We will roll those puts up But nothing nothing as of right now and we're in december so we've got Still got 35 days to expiration. So if we do roll those puts up, we'll stay in december If it comes back into range, then then we'll just keep it as is I mentioned spx spy we've got an iron condor and spy where price has moved higher Still within range here, but um, just barely right. We're just inside our break even here So we will be you know price continues higher We will look to take off our untested side, which would be this put vertical side And uh, hope hope, you know, just give it a little bit of chance to see if price comes back into range But at this point nothing to do in spy I mentioned tesla xl k another long put vertical price just outside of range just wait for that to Potentially get back if we have a pullback and then lastly xrt. We've got this What was put on as a strangle. We just did it into a straddle. You can see price is hanging out right here Um, just waiting for some more theta to decay If we get back to you know around the 43 price level We'll be at a point of in the profit of I don't know 100 bucks or so. We might just end up taking it off Um, applied volatility is decent in there. I mean, we've got an ivy percentile of 35 Not looking to add to this at that at this point, but um, That's where we're at with xrt. Just kind of playing the waiting game on that one All right, so where we add in our checklist here. We did all the current positions I talked about Earnings I talked about iron ducks in low iv earnings next week. So we've got three Decent candidates there are going to be some others And just jump in the community a lot of folks will be posting about some of the others But we're kind of winding down to the end of Of all the big stocks announcing earnings, but we've got home depot lows and target All of which are over a hundred dollar stocks and so Could be potential candidates for iron ducks If they don't work out And we'll be looking at those as we get closer to the earnings dates for those If they're not iron duck candidates, we will, you know, we can potentially look at trading some of our other Earning strategies around those kind of a tight iron condor or short strangles or You know, whatever whatever float your boat We'll get we'll get that premium Potential ivy contraction after they announce earnings. So some type of net selling a premium Depending on your assumption That is all I got. I hope everybody has a great weekend. We'll talk to you next week


When you're working with math, you're going to have to learn how to work with formulas. And formulas aren't always going to be so easy as 2 plus 3 equals x. Sometimes you could be running into 2 plus x equals 5 and you have to solve for what x is. That means you're going to have to move that formula around, which is called transposition. And that's what this video is all about. Let's start out super simple. 3 plus x equals 12. What we're going to have to do here is we've got to get x alone, which means that if we want to get x alone, we're going to have to get rid of this 3. Now this 3 plus means that if I want to get rid of that 3, I'm going to have to subtract the 3 out of there. If I subtract the 3 on one side of the equation, I have to subtract the 3 on the other side of the equation. There, I've got x is equal to 12 minus 3. And if you do the math quickly in your head, those of you who need a calculator, perhaps this isn't for you, x is equal to 9. So that's a very simple one. You're just subtracting it out of there. What happens if I need to divide something out of there? In this example, I've got 3 times x is equal to 12. This one's almost easier. Because again, I've got 3 times x, that's what that 3 beside the x means, is equal to 12. I've got to get rid of that 3. But now I'm not subtracting out there because I don't have that plus sign that's in there. I have to divide the 3 out. So I take this side and I divide 3, and I take this side and I divide 3. Which gives me x is equal to 12 divided by 3, which will then give me 4. Now those are some pretty simple ones, but let's take a look at a couple of electrical formulas and how we can solve for different components. Okay, here's a very common formula for inductive reactants. We're not going to go too into the theory now, but we will in a later course. This one is 2 pi times f times l is equal to xl. The f is frequency, the l is inductance. The xl is inductive reactants. Doesn't matter though. We're going to try to solve for a different variable here. We're going to try to solve for l. So we need to get l alone. We need just to get this guy. It's just like we did in that last one, though. We need to get rid of this 2 pi f. It's gots to go. So if I've got to get rid of that, divide it out of there. And again, like every other formula, whatever you do in one side of the equation, you have to do on the other side. So you divide those out, which basically effectively cancels that side out, and you end up with l is equal to xl over 2 pi f. So it's not that difficult. We've just transposed to figure what that is. Let's take another look at another electrical formula. This is the formula for capacitive reactants, which is the opposite of inductive reactants, which is why we have the 1 over. So capacitive reactants is equal to 1 over 2 pi fc. And now we're going to try to solve for c. So that's the first thing we have to do in this case. We're going to have to cross-multiply, because this fraction, it's hard to work with.  So it's 1 times 1. So let's move that formula around. We're cross-multiplying. I end up with 2 pi fc times xc is equal to 1. All I did was cross-multiply there. Now we want to get c alone. So if we want to get c alone, I'm going to have to get rid of the 2 pi f and the xc, which means we're going to have to divide those out. And again, whatever I do in one side of the formula, I'm going to have to do to the other side, just like this. So I'm dividing out 2 pi fxc. On one side, I'm dividing out 2 pi fxc on the other side. And there you go, I've solved for c. C is equal to 1 over 2 pi f times xc. Let's take a look at another formula. This is the formula for frequency when you have number of poles on an alternator and its RPM. So its frequency is equal to your rotations per minute times your number of poles divided by 120. I will go to much more detail on this when we get into alternators in a later course. Now what we're going to do is try to solve for a different variable. We're going to try to solve for p. Now just like in that last example there, I've got this fraction here. That fraction is annoying. I need to get rid of it.  And I get n times p is equal to 120 f. And I want to get p alone. It becomes very easy now. I just divide the n out on that side and the n out on the other side. np divided by n is equal to 120 f over n. And there you have it. You calculated for the period, or sorry, the number of poles. p is equal to 120 f over n. That's all transposition is. If you get a little hung up on it, just keep watching the video over and over. I've gone through every example that you possibly could use in the electrical course here.