< Machine Learning Fundamentals

24 casts | 2:35:13 for the total course

created by Mammoth Interactive INC

• 1. Mammoth Interactive Courses Introduction
  • Machine Learning Theory for Business | About Mammoth Interactive | 0.0
  • Machine Learning Theory for Business | How To Learn Online Effectively | 0.1
• 2. Course Overview - Machine Learning Fundamentals

  • Course Overview - Machine Learning Fundamentals | 00 Course Overview - Machine Learning Fundamentals

• 3. (Prerequisite) Introduction to Machine Learning

  • 01 (Prerequisite) Introduction to Machine Learning | 00A What Is Machine Learning

  • 01 (Prerequisite) Introduction to Machine Learning | 00B Types Of Machine Learning Models

  • 01 (Prerequisite) Introduction to Machine Learning | 00C What Is Supervised Learning

  • 01 (Prerequisite) Introduction to Machine Learning | 01 How Does A Machine Learning Agent Learn

  • 01 (Prerequisite) Introduction to Machine Learning | 02 What Is Inductive Learning

• 4. (Prerequisite) Introduction to Python

  • 02.01 What is Google Colab

  • 02.02 What If I Get Errors

  • 02.03 How Do I Terminate a Session

• 5. Probability and Statistics for Machine Learning

  • Probability and Statistics for Machine Learning | 01 Probability And Information Theory Overview.m4v

  • Probability and Statistics for Machine Learning | 02 Combinatorics For Probability

  • Probability and Statistics for Machine Learning | 03 Law Of Large Numbers

  • Probability and Statistics for Machine Learning | 04 Calculate Center Of Distribution

• 6. Distributions in Machine Learning

  • Distributions in Machine Learning | 01 Uniform Distribution

  • Distributions in Machine Learning | 02 Gaussian Distribution

  • Distributions in Machine Learning | 03 Log-Normal Distribution

  • Distributions in Machine Learning | 04 Exponential Distribution

  • Distributions in Machine Learning | 05 Laplace Distribution

  • Distributions in Machine Learning | 06 Binomial Distribution

  • Distributions in Machine Learning | 07 Multinomial Distribution

  • Distributions in Machine Learning | 08 Poisson Distribution

• 7. Machine Learning Optimization

  • Machine Learning Optimization | 01 Calculate Error Of Machine Learning Model