Machine Learning Tutorial

Course Content

Machine Learning Fundamentals
Introduction to Machine Learning
Types of Machine Learning Algorithms with Use Cases
Difference between Machine Learning, Artificial Intelligence and Deep Learning
Applications of Machine Learning
Why Machine Learning is the Future
Types of Regression Techniques in Machine Learning
Regression Line
Best Fit Line
F-test for Regression
Difference between Prediction vs Projection
Introduction to Markov Chain Monte Carlo Methods
Simple Linear Regression
Introduction to Simple Linear Regression
Introduction to Random Forest Regression
Assumptions of Linear Regression
Cost Function of Linear Regression
Multiple Linear Regression
Logistic Regression
Introduction to Logistic Regression
Introduction to SVR: Support Vector Regression
Clustering
Practice Example & Case Studies
Coding Practice (Linear Regression): Given the data of individuals and their healthcare charges billed by their insurance provider

About

Elix is a premium wordpress theme for portfolio, freelancer, design agencies and a wide range of other design institutions.