Machine learning content ready

Course Description

In this course you will learn what is Machine Learning and how it will help you in real case scenarios. More importantly, you will understand the theoretical underpinnings of learning, but also gain the practical knowledge to apply these techniques to new problems.

This course will provide you a broad understanding to machine learning and statistical pattern recognition.

Curriculum

  • What is Machine Learning
  • Linear Regression with One Variable
  • Algebra
  • Linear Regression with Multiple Variables
  • Octave/Matlab Tutorial
  • Logistic Regression
  • Regularization
  • Neural Networks: Representation