AI ML Videos (1) - Page 1

AI ML Tutorial for C# Developers 

This tutorial covers 10 lessons with a roadmap, we will start from the ground up and move step by step through AI ML concepts. Each lesson is kept simple so you can easily connect theory with practice. - Introduction — Roadmap of AI/ML for C# Developers - Lesson 1 (Theory) - What is AI and ML? - Lesson 2 (Theory) - How Humans Learn? Features and Labels - Lesson 3 (Theory) - Features, Labels, Algorithm, Training, Model (FLATM) - Lesson 4 (Lab 1) - Understanding FLATM using simple Excel examples - Lesson 5 (Theory) - Algorithm (Formula) vs Model - Lesson 6 (Theory) - Understanding Regression - Lesson 7 (Lab 2) - Simplest ML.NET Regression Code (Definition, MLContext & MKL Components) - Lesson 8 (Lab 3) - Model is a Mathematical Formula - Lesson 9 (Theory) - Inference vs Training - Lesson 10 (Theory) - Roadmap for AI/ML