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Probably the most understandable and interesting lesson on neural networks from scratch. Only with Python + NumPy and on a real task, with subsequent saving of the model. Master the profession of "Python developer" from scratch in Yandex Practicum - https://clck.ru/357mxW ???? Links from the video ???? ????: An hour-long lesson on working with neural networks on Tensorflow and Pytorch - • Learn Neural Networks in 1 hour! Pytho... ????: Article about the bias neuron - https://habr.com/ru/articles/313216/ ????: MNIST dataset in NPZ format - https://storage.googleapis.com/tensor... ????: Article about the Backpropagation algorithm - https://habr.com/ru/articles/198268/ ????: Article about activation functions - https://habr.com/ru/articles/727506/ ????: Activation function graphs - https://machine-learning.paperspace.c... ????: Archive with the code from the lesson - https://drive.google.com/file/d/1CtEt... ????: ????: ???? Chapters ???? 0:00 - Beginning ???? Our TELEGRAM: https://t.me/howdyho_official Our VK: https://www.vk.com/howdyho_net Collaboration https://vk.com/topic-84392011_33285530 ???? Music provided by YouTube Audio Library.