Statistics for Machine Learning
This book will teach you all it takes to perform complex statistical computations required for Machine Learning. You will gain information on statistics behind supervised learning, unsupervised learning, reinforcement learning, and more. Understand the real-world examples that discuss the statistical side of Machine Learning and familiarize yourself with it.
Offered by
Difficulty Level
Intermediate
Completion Time
14h44m
Language
English
About Book
Who Is This Book For?
This book is intended for developers with little to no background in statistics, who want to implement Machine Learning in their systems. Some programming knowledge in R or Python will be useful.
Statistics for Machine Learning
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 14h44m total length
Journey from Statistics to Machine Learning
Parallelism of Statistics and Machine Learning
Logistic Regression vs. Random Forest
Tree-Based Machine Learning models
K-Nearest Neighbors & Naïve Bayes
Support Vector Machines & Neural Networks
Recommendation Engines
Unsupervised Learning
Reinforcement Learning
Related Resources
Access Ready-to-Use Books for Free!
Get instant access to a library of pre-built books—free trial, no credit card required. Start training your team in minutes!