Day 4 : Python and Numpy - Deep Dive for Deep Learning and Neural Math Library
Notebook Self-Introduction ¶ Hi there! 👋 I’m Rohan Sai , also known as Aiknight ! 🚀 Welcome to Day 4 of my 120 Days of Deep Learning journey! Today, we’re exploring the foundations to Deep dive of Python and NumPy for Deep Learning. Python’s versatility and NumPy’s speed make them indispensable for deep learning. From matrix operations to broadcasting, they power every neural network's core computations. I’ve also built a Neural Math Library to showcase these concepts in action—try it out! 🔗 Try out my project : Neural Math Library Did You Know? 🤔 ¶ Deep learning models are blind to colors! 🎨 Unless explicitly programmed, deep learning models process pixel values numerically. A cat and a dog image with swapped colors would still be classified based on their features, not their hues. Python Deep Dive – Advanced Concepts for Deep Learning ¶ In this blog, we will explore some advanced Python concepts, essential for deep learning. These con...