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
Automatic parameter tuning
Automatically generate reports and slideshows
Basic math
Basic statistics
Bayesian regression using Stan
Bootstrap
Build R packages
Build Shiny dashboards
Clustering
Data aggregation and manipulation
Decision trees
Display data with popular JavaScript libraries
Generalized linear models
Incorporate C++ for faster code
Installing R
Linear models
Making statistical graphs
Manipulate text
Matrix algebra
Model validation
Network analysis
Random forests
Reading data
Time series analysis
Working with variables and different data types
dataframes
dplyr
plyr
Target Students
Addison-Wesley’s professional titles specialise in the area of computer programming
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