Transfer Learning - EXPLAINED!

Sdílet
Vložit
  • čas přidán 27. 08. 2024
  • Let's talk about a neural network concept called transfer learning. We use this in BERT, GPT and the large language models today.
    ABOUT ME
    ⭕ Subscribe: www.youtube.co...
    📚 Medium Blog: / dataemporium
    💻 Github: github.com/ajh...
    👔 LinkedIn: / ajay-halthor-477974bb
    RESOURCES
    [1] Code for this video: github.com/hug...
    [2] Code for Deep Learning 101 playlist: github.com/ajh...
    PLAYLISTS FROM MY CHANNEL
    ⭕ Deep Learning 101: • Deep Learning 101
    ⭕ Natural Language Processing 101: • Natural Language Proce...
    ⭕ Reinforcement Learning 101: • Reinforcement Learning...
    Natural Language Processing 101: • Natural Language Proce...
    ⭕ Transformers from Scratch: • Natural Language Proce...
    ⭕ ChatGPT Playlist: • ChatGPT
    MATH COURSES (7 day free trial)
    📕 Mathematics for Machine Learning: imp.i384100.ne...
    📕 Calculus: imp.i384100.ne...
    📕 Statistics for Data Science: imp.i384100.ne...
    📕 Bayesian Statistics: imp.i384100.ne...
    📕 Linear Algebra: imp.i384100.ne...
    📕 Probability: imp.i384100.ne...
    OTHER RELATED COURSES (7 day free trial)
    📕 ⭐ Deep Learning Specialization: imp.i384100.ne...
    📕 Python for Everybody: imp.i384100.ne...
    📕 MLOps Course: imp.i384100.ne...
    📕 Natural Language Processing (NLP): imp.i384100.ne...
    📕 Machine Learning in Production: imp.i384100.ne...
    📕 Data Science Specialization: imp.i384100.ne...
    📕 Tensorflow: imp.i384100.ne...

Komentáře • 11

  • @aamirbadershah887
    @aamirbadershah887 Před 6 měsíci +4

    Would appreciate if you can make a video about Multi Modality in Transformers, since it involves cross attention. Great work btw.

  • @Schaelpy
    @Schaelpy Před 6 měsíci +4

    For the first question, both options A and B are valid, imho.

  • @neetpride5919
    @neetpride5919 Před 6 měsíci +1

    I've always had a natural gift for unarmed combat; mostly grappling but I can throw a good punch in a pinch (terrible kicks tho). I was known for regularly beating guys above my weight-class and successfully fending off multiple cops at once in my more drunken years. My theory as to why is a combination of an innate above-average kinesthetic sense, the ability to think more clearly when under the influence of adrenaline, and rough-housing with my brothers as a kid. Not trying to start a pity party or anything, but man, it's such a useless gift past 25...

  • @user-xb8tv3fh7w
    @user-xb8tv3fh7w Před 6 měsíci

    Great video!

  • @KumR
    @KumR Před 4 měsíci

    I will have to come back to this. lol

  • @mdraihanulislamtomal6064
    @mdraihanulislamtomal6064 Před 6 měsíci

    Could you kindly suggest me the best way for translating a language to another language. I am little bit confused about this area. Besides I if you could share me some links or books to clear myself about some issues like I am still confused about the difference between BERT and Transformer. I have seen your transformer series, it was quite difficult to understand properly.

  • @vincentdelacourt3720
    @vincentdelacourt3720 Před 6 měsíci

    my super power is to see a huge pb in front of me , understand it at different level , until very deep and know how to cut it in small piece

  • @MrFalk358
    @MrFalk358 Před 6 měsíci +1

    Wow i would never have guessed you grew up in India, you have 0 accent! Very Impressive, my English isnt nearly as good

  • @saisanthosh8370
    @saisanthosh8370 Před 5 měsíci

    The code looks complex what is the intuition to built such complex codes I really want to learn

  • @burt9451
    @burt9451 Před 5 měsíci

    😳 Promo-SM

  • @akshiti3402
    @akshiti3402 Před 4 měsíci

    are you sure you're not gay?