I recently finished reading Make Your Own Neural Network by Tariq Rashid. I cannot recommend it enough. In fact, I believe it should be required reading before anyone touches TensorFlow, PyTorch, or even Scikit-learn.
He starts with a single perceptron and a simple question: "If the output is wrong, how do we adjust the weights?" make your own neural network by tariq rashid pdf
You will come out the other side not as a person who uses AI, but as a person who understands AI. I recently finished reading Make Your Own Neural
This is the only pain point. The book was published in 2016. If you download a raw PDF and copy-paste the code, it on Python 3.10+ without modifications. He starts with a single perceptron and a
Have you read Tariq Rashid’s book? Did you run into the Python 2.7 trap? Let me know in the comments below!
TL;DR: If you have ever opened a machine learning tutorial, seen a wall of calculus, and closed the tab—this book is your cure.