Decision Trees and Random Forests

$99.00

Learn Intuitive Machine Learning Techniques by Exploring a Classic Problem

Mode Of Learning: Online

Access Duration: 365 days

Category:

Description

Decision trees and random forests are two intuitive and extremely effective Machine Learning techniques that allow you to better predict outcomes from a selected input. Both methods are commonly used in business, and knowing how to implement them can put you ahead of your peers. In this course, you’ll learn these techniques by exploring a famous (but morbid) Machine Learning problem: predicting the survival of a passenger on the Titanic.

COURSE OVERVIEW

What’s Inside

  • Access 19 lectures & 4.5 hours of content 24/7
  • Design & implement a decision tree to predict survival probabilities aboard the Titanic
  • Understand the risks of overfitting & how random forests help overcome them
  • Identify the use-cases for decision trees & random forests
  • Use provided source code to build decision trees & random forests

COURSE CONTENTS

TARGET AUDIENCE

Experience level required: all levels