Key Features
Book Description
If you are a data analyst who has a firm grip on some advanced data analysis techniques and wants to learn how to leverage the features of R, this is the book for you. You should have some basic knowledge of the R language and should know about some data science topics.What you will learn
- Develop, execute, and modify R scripts
- Learn how to use different data mining sequences
- Find out how to organize your data effectively
- Produce highquality data visualizations
- Get to grips with a number of approaches to the statistical analysis of data
- Learn how to cultivate a strategic approach to your data to use the right tools, models and visualizations to get the job done
Who this book is for
Table of Contents
- Data Mining Patterns
- Data Mining Sequences
- Text Mining
- Data Analysis ? Regression Analysis
- Data Analysis - Correlation
- Data Analysis - Clustering
- Data Visualization - R Graphics
- Data Visualization - Plotting
- Data Visualization - 3-D and Advanced Techniques
- Machine Learning In Action
- Predicting Events with Machine Learning
- Supervised and Unsupervised Learning
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