Simple Data Science (R) covers the fundamentals of data science and machine learning. The book is beginner-friendly and has detailed code examples. It is available at scribd.
Topics covered in the book –
- Data science introduction
- Basic statistics
- Graphing with ggplot2 package
- Exploratory Data Analysis
- Machine Learning with caret package
- Regression, classification, and clustering
- Boosting with lightGBM package
- Hands-on projects
- Data science use cases