Course Report
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Course Features
Duration
15.11 hours
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Intermediate
Teaching Type
Self Paced
Video Content
15.11 hours
Course Description
Course Overview
International Faculty
Post Course Interactions
Hands-On Training,Instructor-Moderated Discussions
Skills You Will Gain
Prerequisites/Requirements
Basic Programming Skills
What You Will Learn
Installing R
Basic math
Working with variables and different data types
Matrix algebra
dataframes
Reading data
Data aggregation and manipulation
plyr
dplyr
Making statistical graphs
Manipulate text
Automatically generate reports and slideshows
Display data with popular JavaScript libraries
Build Shiny dashboards
Build R packages
Incorporate C++ for faster code
Basic statistics
Linear models
Generalized linear models
Model validation
Decision trees
Random forests
Bootstrap
Time series analysis
Clustering
Network analysis
Automatic parameter tuning
Bayesian regression using Stan
Target Students
Addison-Wesley’s professional titles specialise in the area of computer programming
It is a leading publisher of high-quality and timely information for programmers, developers, engineers, and system administrators
Our mission is to provide educational materials about new technologies and new approaches to current technologies written by the leading authorities
Course Instructors
Jared P. Lander
Instructor
Course Reviews
Average Rating Based on 2 reviews
100%