Essentials of Data Science and Analytics

CHAPTER 13

Basics of MachLearning (ML)

Chapter Highlights

• Introduction to Machine Learning: What is machine learning?

• Machine Learning and Artificial Intelligence (AI)

• Examples of Some Problems Where Machine Learning Is Applied

• Types of Problems Machine Learning Can Solve

• Supervised Learning: Classification

• Regression

• Unsupervised Learning

• Clustering and Types of Clustering

• Examples of Classification Problems: Examples

• Clustering Problems: Examples

• Programming Languages used in Machine Learning

• R-Statistical Programing Language

• Python Programing Language

• Automating the Machine Learning Problem

• SAS Machine Learning

• Microsoft Auto Machine Learning: Azur

What Is Machine Learning (ML)?

Machine learning is a method ...