Key Features
Book Description
What you will learn
- Introduce yourself to the basics of machine learning and R
- Develop an interactive data analysis with R to get insights into the data
- Explore business problems and identify key features that are highly relevant to the solution
- Build machine learning algorithms using the most powerful tools in R
- Apply different machine learning techniques for different kinds of business problems
- Validate the results of the techniques and identify the best solution to a problem
- Identify business problems and solve them by developing effective solutions
Who this book is for
Table of Contents
- Machine Learning transforms data into actions
- R is a powerful tool for developing Machine Learning algorithms
- A simple Machine Learning analysis
- Step1: data exploration and feature selection
- Step2: apply the ML methods
- Step3: validate the results
- Overview of the ML techniques
- Examples of ML techniques applicable to business
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