Difficulty Level
Intermediate
Completion Time
13h48m
Language
English
About Book
Who Is This Book For?
This book is intended for the budding data scientist, predictive modeler, or quantitative analyst with only a basic exposure to R and statistics. It is also designed to be a reference for experienced professionals wanting to brush up on the details of a particular type of predictive model. Mastering Predictive Analytics with R assumes familiarity with only the fundamentals of R, such as the main data types, simple functions, and how to move data around. No prior experience with machine learning or predictive modeling is assumed, however you should have a basic understanding of statistics and calculus at a high school level.
Mastering Predictive Analytics with R
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 13h48m total length
Gearing Up for Predictive Modeling
Linear Regression
Logistic Regression
Neural Networks
Support Vector Machines
Ensemble Methods
Tree-Based Methods
Graphical Models
Time Series Forecasting
Topic Modeling
Recommendation Systems
Related Resources
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