Series

Acquire a thorough grasp of the R language, beginning with fundamental concepts and progressing to an advanced level, while also incorporating knowledge related to statistics.

Discrete Probability
Probability
Discrete Probability
The course covered an introduction to Discrete Probability, Combinations and Permutations, as well as the Addition Rule and Monty Hall problem.
NING LI
Dec 08, 2022

Data Visualization Principles
Data Visualization
This section covers principles of effective data visualization, including encoding data, including zero when necessary, and techniques for easing comparisons and using color…
NING LI
Dec 07, 2022

Gapminder Data Sets
Data Visualization
Gapminder
The course uses Gapminder datasets to teach learners how to utilize ggplot2 for effective data visualization. Topics include analysis of trends, use of fixed scales for…
NING LI
Dec 05, 2022

Introduction to ggplot2
Data Visualization
GGplot2
Introducting how to use ggplot2 to generate effective data visualizations in R by identifying the key components of a graph, such as geometry, aesthetic mapping, and scales…
NING LI
Dec 03, 2022

Data Visualization and Distributions
Data Visualization
Distributions
This couse emphasizes data visualization for effective communication, covering distributions, normal distribution, quantile-quantile plots, and boxplots.
NING LI
Dec 01, 2022

Programming Basics
R Basic
Programming Basics
The course covers various programming features of R, including conditional expressions, defining and calling functions, passing arguments, and using for-loops for repeated…
NING LI
Nov 30, 2022

Indexing, Data Wrangling and Plots
R Basic
Indexing
Data Wrangling
Plots
The course covers R commands and techniques for managing, analyzing, and visualizing data, including manipulating vectors, using dplyr for data wrangling, data…
NING LI
Nov 29, 2022

Refining R Vectors and Essential Sorting Techniques
R Basic
Vectors
Sorting
Learn essential R programming skills - creating, manipulating, and sorting vectors, performing arithmetic, and finding max/min elements.
NING LI
Nov 28, 2022

An Introduction to R: Mastering the Basics
R Basic
Functions
Data Types
An overall introduction to R programming, covering the basics of objects, operations, functions, and data types.
NING LI
Nov 27, 2022
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