Hi! 👋
Welcome to my little article hideout. I write about Machine Learning Topics and Techniques. And I thought, "Why not share it with awesome folks like you?". So, here it is!

• Introduction to Machine Learning
• Introduction to Supervised Learning
• Data Preprocessing for Machine Learning
• Understanding of Gradient Descent: Intuition and Implementation
• Stochastic Gradient Descent (SGD)
• Linear Regression: A Beginner’s Guide
• Demystifying Decision Trees: A Comprehensive Guide to Understanding and Implementation
• A Simple Convolutional Neural Network (CNN) Model
• Simply Explained: Attention Mechanisms - A Journey without Jargon
• Introduction to Mixtral 8x7B!
• Retrieval-Augmented Generation (RAG) Simplified!
• Reinforcement Learning with Human Feedback in LLMs: A Comprehensive Guide
• Direct Preference Optimization (DPO) in LLMs
• The Power of Model Compression: Guide to Pruning, Quantization, and Distillation in Machine Learning

Hope you like it! So, if you find them useful, feel free to share!