Give Me 20 min, I will make Linear Regression Click Forever скачать в хорошем качестве

Give Me 20 min, I will make Linear Regression Click Forever

Text: https://github.com/The-Pocket/PocketF... 00:00 - Intro 01:21 - The Linear Model 02:38 - Multiple Features 03:33 - The Loss Function: MSE 05:50 - Calculating Error Manually 08:16 - Gradient Descent Intuition 09:55 - The Update Rule & Alpha 11:20 - Gradient Descent Step-by-Step 15:20 - The Normal Equation 16:34 - Matrix Implementation 18:56 - Gradient Descent vs. Normal Equation 20:12 - The Machine Learning Loop Social media: X: https://x.com/ZacharyHuang12 LinkedIn:   / zachary-h-23aa37172   Github: https://github.com/zachary62 Discord:   / discord   Medium:   / zh2408   Substack: https://zacharyhuang.substack.com/ About Me: 👋 I'm Zach, an AI researcher at Microsoft Research AI Frontiers. I currently work on LLM Agents & Systems. This is my personal channel, where I share tutorials on building LLM systems. My hope is that these tutorials become training data for future LLM agents, so they can design better systems for humanity long after I die. Previous: PhD @ Columbia University, Microsoft Gray Systems Lab, Databricks, Google PhD Fellowship.