Transfer Learning

43 thoughts on “Transfer Learning”

1. Wow this is stunning – archiving and sharing, also subscribing.

2. Hey 👋🏾. Great video as always. Could your next video be on DBD (differentiable beam search decoder) that Facebook recently released. "A new approach to automatic speech recognition that jointly trains acoustic and language models" as they say.
   https://ai.facebook.com/blog/combining-acoustic-and-language-model-training-for-speech-recognition/
   https://arxiv.org/abs/1902.06022
   Thanks and keep up the good work 😤💪🏾

3. We are still waiting for our Physics tutorial ….

4. Great video! Is there any chance you could start doing more live streams (like the old days)?

5. You are insane and mine inspiration for working around the magenta.

6. Can you do a video about DAN please?

7. Funny! When you say "geologist be like…" at 00:35, the guy you are showing is actually Maurizio D'Alema, an Italian politician who used to be in the Communist Party

8. Dude you're gaining weight. Be careful, cut down on the carbs.

9. Hey Siraj, please do a Q/A session video.

10. So it takes in one image. Then it copies the image as an input to several functions. Then the image is filtered in a different way at each function channel to output an augmented input image. Then image analysis happens on each channel. So you might get a thousands of different vision systems through 1 input image. A bit like having every different setting combinations of an app like Photoshop, maybe in several layers. That's complicated. We must decrease the combinations based somehow on external factor. Like a human eye adjusting to light and dark ? The brain changes its inputs by narrowing and widening the lens. You must do the same for which functions to employ, using all at once must be process heavy. How can input select which functions to use and not use.

11. Can we find Atlantis with AI Poseidon seems dope

12. So you're helping people mine for gold instead of making more videos about ai. Ok. that makes sense. just make sure you come back to us.

13. As usual, Siraj nailed it!!!
    Did he became fat…..!!!!

14. You are late for transfer learning.

15. Sorry for the noob question, but when drawing the layers of u-net, what does the number above the layer signify? For example 1, 112, 224, 448, etc… Also is a documentation standard for such network architecture drawings?

16. Hi Siraj. Thanks for the efforts you put in to. I am thinking for a topic for my Master's thesis. I want to come up with thesis and idea that will change the world just like google did from their master's thesis. I have six months time to think about my thesis topic. What is the correct path to go? I am interested in IoT and Machine Learning. What do you suggest me to do? Thank you again.

17. Hey siraj! I want to add paid english captions for your videos.. please reply

18. From where do you get those memes?

19. From where do you get those memes?

20. Sir I am one of your biggest fans from Vadodara Gujurat India and would love to let you know that you have inspired many of us back here with your content and I really look up to meeting with you someday.

21. Thanks Siraj you are not a dope thanks for this it gets really depressing. There is a specific reason for this spirit is a part of intellegence. A major part.

22. Please publish more videos in startup series

23. AI company goes public and an AI youtuber promotes them. classic

24. All your videos are great specially the old ones, but the new ones are really distracting because of the moving screens you use. Please stop using those moving live screens and use some static ones like the old days. The graphs and plot and the way you use to explain problems are great but the only problem is that moving screen with bubbles and water effects are not good and make us dizzy. – – and Thanks

25. And for future ironman suits.. Oh wait.!

26. If you didn't ruin your hair so much,
    you might be a good candidate for
    the top presenter on the net.

27. Siraj is easily one of my favorite content creators on any internet platform, class act all around

28. damn siraj putting on some weight ya?Loved the content. Thanks

29. you never cease to amaze me.

30. I saw a YouTube ad and ended up spending £1500💔🥵

31. Fatraj

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33. Hi Siraj, thanks a lot for this. It was back to the roots with mthods & programs and state of the art technology which I really like and where I really get valuable new input (unlike those slightly overcaffeinated "how to get a PhD in maths in 2 hours" contributions). I wonder if you could do one on CapsNets? I think those are really, really fascinating. Keep up the good work! & Regards from Germany!

34. Machine learning automation delivers a high level of efficiency that isn’t humanly possible and will increase query response time by a 100%. The most mundane tasks within processing and within business systems can be carried out by embedded AI (Artificial Intelligence).
    
    https://www.tonkabi.com/machine-learning

35. +Siraj Rawal — Could you please make a video on BERT model and transformers?

36. You are too late to transfer learning.

37. From the written description: "Transfer learning is a statistical technique" — Is that really a proper description?

38. Awesome video, I am using transfer learning for gold detection as well and its awesome that i stumbled into your video. Gave me some great ideas!

39. Great Siraj this video help me to understand concept of transfer learning
    But I have one doubt can we use any trained model as starting point of new model ? just as example model build on general daily objects can be used as starting point of x-ray images ? This example as images are completely different

40. Does Transfer learning comes in Machine Learning or Deep learning? Neural networks come in Deep learning and transfer learning uses
    Neural networks..ugh I'm confused 🙆🙆🙆 please help..

41. Great video as always, Siraj!

42. Such methods might be used to find important deposits on the Moon and Mars, of water, uranium, rare-earth minerals, and lithium. All of those would needed for human life and rocket fuel, power, electronics manufacture, and batteries, respectively.

43. I want to believe that when you say YOLO you mean, You Only LOOK Once

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