R Programming – Comprehensive Learning Programming Language
This 15-hour video teaches you how to program in R even if you are unfamiliar with statistical techniques. It starts with the basics of using R and progresses into data manipulation and model building. Users learn through hands-on practice with the code and techniques. New material covers chaining commands, faster data manipulation, new ways to read rectangular data into R, testing code, and the hot package shiny.
Part 1: R as a Tool
– Lesson 1. Getting Started with R
– Lesson 2. Basic Building Blocks in R
– Lesson 3. Advanced Data Structures in R
– Lesson 4. Reading Data into R
– Lesson 5. Making Statistical Graphs
– Lesson 6. Basics of Programming
– Lesson 7. Data Munging
– Lesson 8. In-Depth with dplyr
– Lesson 9. Manipulating Strings
– Lesson 10. Reports and Slideshows with Knitr
– Lesson 11. Include HTML Widgets in HTML Documents
– Lesson 12. Shiny
– Lesson 13. Package Building
– Lesson 14. Rcpp for Faster Code
Part 2: R for Statistics, Modeling, and Machine Learning
– Lesson 16. Linear Models
– Lesson 17. Other Models
– Lesson 18. Time Series
– Lesson 19. Clustering
– Lesson 20. More Machine Learning
– Lesson 21. Network Analysis
– Lesson 22. Automatic Parameter Tuning with Caret
– Lesson 23. Fit a Bayesian Model with RStan
Screenshot Tutorials/Courses
Info Tutorials/Courses
Manufacturer: Livelessons
Language: English
Teacher: Jared P. Lander
Level of training: Elementary, Secondary, Advanced
Training time: 16 hours + 30 minutes
File Size: 15370 MB
Download Tutorials/Courses
Part One – Size : 7.29 GB
Download Link Google Drive Download Link Google Drive 2
Download Link Mshare
Part II – Size : 8.08 GB
Download Link Google Drive Download Link Google Drive 2
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Password : freetuts.download
