Ementorhub

Machine Learning Algorithms

Instructor: Jaekwang KIM

Skills you'll gain

Decision Tree Learning

Probability & Statistics

Algorithms

Machine Learning

Supervised Learning

Machine Learning Algorithms

Unsupervised Learning

Linear Algebra

Bayesian Statistics

Python Programming

There are 4 modules in this course

a) understand the naïve Bayesian algorithm. b) understand the Support Vector Machine algorithm. c) understand the Decision Tree algorithm. d) understand the Clustering. Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.

Support Vector Machine

Decision Tree

Clustering