Chapter 1: Introduction to Machine Learning

Introduction

Supervised Learning

Unsupervised Learning

Semisupervised Learning and Reinforcement Learning

Supervised Learning Predictions

Decision Prediction

Ranking Prediction

Estimation Prediction

Model Building and Selection

Model Complexity

Introducing Model Studio

Demo 1.1: Creating a Project and Loading Data

Model Studio: Analysis Elements

Demo 1.2: Building a Pipeline from a Basic Template

Quiz

Introduction

There are two main types of machine learning methods, supervised learning and unsupervised learning.

Supervised Learning

Supervised learning (also known as predictive modeling) starts with a training data set. The observations in a training data set are known as training cases (also known ...

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