https://github.com/kmohamedalie/r_programming
Introduction to R Programming for Statistics and Data Science
https://github.com/kmohamedalie/r_programming
Last synced: 8 months ago
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Introduction to R Programming for Statistics and Data Science
- Host: GitHub
- URL: https://github.com/kmohamedalie/r_programming
- Owner: Kmohamedalie
- Created: 2024-04-17T23:43:10.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-05-02T21:39:42.000Z (over 1 year ago)
- Last Synced: 2025-01-02T15:31:40.508Z (9 months ago)
- Language: R
- Size: 43.5 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# [R programming for Statistics and Data Science](https://www.udemy.com/course/r-programming-for-statistics-and-data-science/?couponCode=ST7MT41824)
Introduction to R Programming for Data Science & Data Analysis. Applying R for Statistics and Data Visualization with GGplot2 in R.
The course is taught by [365 Simona (The 365 Team)](https://www.udemy.com/user/simona-dobreva-2/) it is suitable for anyone looking forward to get started in [R](https://www.r-project.org/), [QueensMary University R-intro](http://research.sbcs.qmul.ac.uk/r.knell/intro_R_3rd_ed/), and if you're looking to advancing your interest in Data Science [Hadley Wickham's](https://hadley.nz/) [R for Data Science](https://r4ds.hadley.nz/) is a great resource.
Topics include:
- [Data Structures in R](https://github.com/Kmohamedalie/R_programming/tree/master/1.%20Building%20blocks%20of%20R)
- [Vectors](https://github.com/Kmohamedalie/R_programming/tree/master/2.%20Vectors%20and%20vector%20operations)
- [Matrices](https://github.com/Kmohamedalie/R_programming/tree/master/3.%20Matrices)
- [Conditional statements and logicals](https://github.com/Kmohamedalie/R_programming/tree/master/4.%20Control%20flow%20%26%20conditional)
- [Data frames](https://github.com/Kmohamedalie/R_programming/tree/master/5.%20DataFrames)
- [Manipulating data](https://github.com/Kmohamedalie/R_programming/tree/master/6.%20Manipulating%20data)
- [Visualizing data](https://github.com/Kmohamedalie/R_programming/tree/master/7.%20Visualizing%20data)
- [Exploratory data analysis](https://github.com/Kmohamedalie/R_programming/tree/master/8.%20Exploratory%20data%20analysis)
- [Hypothesis Testing](https://github.com/Kmohamedalie/R_programming/tree/master/9.%20Hypothesis%20Testing)
- [Linear Regression analysis](https://github.com/Kmohamedalie/R_programming/tree/master/10.Linear%20Regression%20Analysis)