Book

Practical Machine Learning with R

Practical Machine Learning with R gives you the complete knowledge to solve your business problems - starting by forming a good problem statement, selecting the most appropriate model to solve your problem, and then ensuring that you do not overtrain the model.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

13h52m

Language

English

About Book

Who Is This Book For?

If you are a data analyst, data scientist, or a business analyst who wants to understand the process of machine learning and apply it to a real dataset using R, this book is just what you need. Data scientists who use Python and want to implement their machine learning solutions using R will also find this book very useful. The book will also enable novice programmers to start their journey in data science. Basic knowledge of any programming language is all you need to get started.

Book content

chapters 13h52m total length

An Introduction to Machine Learning

Data Cleaning and Pre-Processing

Feature Engineering

Introduction to neuralnet and Evaluation Methods

Linear and Logistic Regression Models

Unsupervised Learning

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