Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)
2,000,589
Published 2020-11-24
Blog article with more/clearer math explanation: www.samsonzhang.com/2020/11/24/understanding-the-m…
All Comments (21)
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Making a neural network from scratch is easy, what I really want to see is how to make a neural network ON scratch.
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I watched this video when I was studying in grade 11. Had no clue what he was talking about but I tried to understand as much as possible. Now I watch it again as a university student, it is so satisfying to understand everything now.
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i like how numpy has become so ingrained in python that it's basically considered vanilla python at this point
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If you make more deep learning videos with numpy and math(without any framework) just like in this video, it would be great for begginers to learn basics!!! Do you think to keep continue??
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Took a Machine Learning course in university and this is what we did the whole semester in Matlab. Tensorflow was introduced right at the end for the final project.
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This video is one of the best descriptions of neural networks written in only Numpy and Python I've ever seen. Thanks
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I'm so glad you actually went in depth with the math explanation. So often people will just explain surface layer and then "alright lets jump into the code".
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My man really explained how a back propagated neural network works from scratch in 10 minutes
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Just your intro alone in your motivations was so capturing. You laid out everything so clearly, including creating those row and column matrices in the early steps. Thank you.
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Musician, filmmaker, data scientist, and etc. bro maxed out on skill trees. 😂
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Most of the videos are titled “how to create a blabla” when they’re actually teaching how to use… so I really appreciate your video! This really contributes to knowledge 🥰
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I've never heard any of this explained before. After watching this once, I understand the mathematics behind neural networks and why the functions are used. Great job with the explanation here. Many thanks.
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Just discovered this channel. Very cool stuff. Much respect for doing something challenging like this.
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Excellent tutorial and example. Reveals the magic that most don't know about NNs and I love how you go about it.
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You sir, are my hero. You are the first person to actually explain this properly to me. Thank you so much for that.
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I need to come back to this after learning some more preliminaries but you are a very natural teacher and good at presenting. Keep it up 👍
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This was a really good video. I’ve never build a neural network but it was interesting seeing how the fundamentals add up to build something a little more complexed.
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this type of learning is honestly the best, i implemented k means clustering by myself in c (pretty easy stuff but still) , and i can never forget it now, makes me happy that i can do stuff too
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Amazing. Needed to see the low end and finally found it. Thank you for the amazing video!
