Demystifying Neural Networks With Numpy

🤯 Why You Should Care
Neural networks (NNs) power everything from ChatGPT to self-driving cars. But let’s be honest: Using TensorFlow/PyTorch feels like magic—until you realize you don’t know how the wand works.
This post is for you if:
🧠 You want to demystify neural networks (no more black boxes!).
💻 You love coding fundamentals (goodbye model.fit(), hello raw matrices!).
⚡ You crave the satisfaction of "I built this myself!"
Spoiler: By the end, you’ll code a NN that classifies handwritten digits (MNIST) with 90%+ accuracy—using only numpy. Let’s go!

🔥 The Blueprint: How Neural Nets Ac...