Solving Kaggle's MNIST Digit Recognizer with PyTorch: 99% Accuracy

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  • เผยแพร่เมื่อ 21 ก.ย. 2024

ความคิดเห็น • 7

  • @RyanAndMattDataScience
    @RyanAndMattDataScience  หลายเดือนก่อน

    Hey guys I hope you enjoyed the video! If you did please subscribe to the channel!
    Join our Data Science Discord Here: discord.com/invite/F7dxbvHUhg
    If you want to watch a full course on PyTorch check out Datacamp: datacamp.pxf.io/XYD7Qg
    Want to solve Python data interview questions: stratascratch.com/?via=ryan
    I'm also open to freelance data projects. Hit me up at ryannolandata@gmail.com
    *Both Datacamp and Stratascratch are affiliate links.

  • @gregorykowalczyk25
    @gregorykowalczyk25 4 หลายเดือนก่อน +1

    Hi, Ryan I very much appreciate your video. I mostly did classification problems in Pytorch so dooing CNN's with your video helped a lot. There 2 things that catched my eye. I noticed that you did'nt use dropout in forward method although you have it in your init, and second that training loop seems to be missing model.train(). Model still does very well so I was wondering about your 2 cents on it.

  • @yyttommy2456
    @yyttommy2456 9 วันที่ผ่านมา

    image = item[1:].values.reshape[28, 28].astype(np.uint8)
    TypeError: 'builtin_function_or_method' object is not subscriptable

  • @John-wi8nt
    @John-wi8nt 7 หลายเดือนก่อน

    Nice video. I'm trying to learn this stuff too. Just one question though. How do you know exactly what architecture to use for the CNN? What layers to put where and what size layers to use and what not. That bit still seems like black magic to me. Do you know any good learning resources?

  • @vermelil
    @vermelil 8 หลายเดือนก่อน +1

    hi ryan, i recently found your channel and i found it wonderful since i am learning data analysis while studying computer engineering...would you recommend any course to learn more about pandas in udemy? if you know any of course

    • @RyanAndMattDataScience
      @RyanAndMattDataScience  8 หลายเดือนก่อน +3

      Hey I appreciate it. I studied Electrical Engineering and took a ton of computer engineering classes in college. For pandas I have a lot of vids on the channel for indv vids. Plus I’d recommend the pandas or Python interview questions I recorded on the channel

    • @vermelil
      @vermelil 8 หลายเดือนก่อน

      @@RyanAndMattDataScience thank you very much, I will take a look ✌✌