YouTube Academy For Machine Learning

Toggle All Sections

What is Machine Learning?

1. Machine Learning Crash Course: Intro & What's New
   Google for Developers
2. What is ML?
   Google Open Online Education
   Interview Questions
3. Intro to Machine Learning (ML Zero to Hero - Part 1)
   TensorFlow
   Interview Questions
4. Machine Learning Foundations: Ep #1 - What is ML?
   Google for Developers
   Interview Questions

What is On-device Machine Learning?

1. Introduction to ML on Android with MediaPipe
   Google for Developers

Supervised Machine Learning

1. Supervised Machine Learning
   Google Open Online Education

Types of Machine Learning

1. Machine Learning FOR BEGINNERS - Supervised, Unsupervised and Reinforcement Learning
   Python Simplified
2. What is Machine Learning?
   IBM Technology

Generalization

1. Machine Learning Crash Course: Generalization
   Google for Developers

Linear Regression

1. Unit 5: Exploring bivariate numerical data
   Khan Academy

Supervised Learning

1. Hello World - Machine Learning Recipes #1
   Google for Developers

Logistic Regression

1. Machine Learning Crash Course: Logistic Regression
   Google for Developers
2. Lec-5: Logistic Regression with Simplest & Easiest Example | Machine Learning
   Gate Smashers
3. Logistic Regression Explained in Hindi
   5 Minutes Engineering
4. Tutorial 35- Logistic Regression Indepth Intuition- Part 1| Data Science
   Krish Naik

Decision Tree

1. Decision Tree: Important things to know
   Intuitive Machine Learning

Support Vector Machines

1. Support Vector Machines: All you need to know!
   Intuitive Machine Learning
2. Support Vector Machines (SVM) - the basics | simply explained
   TileStats
3. The Kernel Trick in Support Vector Machine (SVM)
   Visually Explained

Gradient Descent

1. Machine Learning Crash Course: Gradient Descent
   Google for Developers

Neural Networks

1. Neural Networks Explained in 5 minutes
   IBM Technology
2. Artificial neural networks (ANN) - explained super simple
   TileStats
3. Gradient descent, how neural networks learn | Deep Learning Chapter 2
   3Blue1Brown
4. Gradient Descent Explained
   IBM Technology
5. What is Back Propagation
   IBM Technology
6. Understanding Neural Networks and AI
   IBM Technology

Machine Learning Courses

1. Introduction to Machine Learning
   Google for Developers
2. ML on Android with MediaPipe (Course: On-device Machine Learning)
   Google for Developers
3. Machine Learning Recipes with Josh Gordon (Course: ML Recipes)
   Google for Developers
4. Data and AI
   IBM Technology
5. Stanford CS229: Machine Learning Full Course
   Stanford Online

Tags: Machine Learning,Technology,Video,YouTube Academy,