Writing
Older pieces, written while I was learning this material rather than running it in production. The writeups under Work are the current ones.
Large Language Models: The Wizards Behind Your Text Generation Magic
Dive deep into the fascinating world of Large Language Models and discover how these AI wizards work their magic behind the scenes.
12 min · AI · Machine Learning · LLM
The Art of Optimization in Machine Learning
Explore essential optimization techniques in machine learning, from feature scaling to advanced optimizers like Adam, and learn when to use each approach.
15 min · Machine Learning · Optimization · Deep Learning
Activation Functions in Neural Networks: A Complete Guide
Explore the different types of activation functions used in neural networks, their strengths, weaknesses, and when to use each one for optimal performance.
10 min · Neural Networks · Deep Learning · AI
Is Everything an Object in Python?
Explore Python's object-oriented nature and understand the fundamental concepts of objects, mutability, and memory management in Python.
8 min · Python · OOP · Programming