Machine Learning with C++

01/2018
1:29 hours

The Purposes of Machine Learning
The Course Overview
Why Do We Use ML?
Variety of Data Types
Variety of ML Algorithms
Simple Classification Task
Why Choose C++?
Modeling a Problem with Linear Regression
A Brief Overview of Linear Regression
Implementing Linear Regression
Implementing the trainAlgorithm Member Function
Implementing the Regress Function
Implementing Linear Regression Using a while Loop
Adjusting the Step Size
Discussion
Cluster Analysis with K-Means
What Is Clustering?
Implementing the K-Means Algorithm
Implementing the clusterData Function
Implementing computeMeans Function
Implementing the assignLabels Function
Implementing the printClusters Function
Choosing K
Discussion