포스팅 목차
R 패키지 온라인 학습 사이트 리스트 (Bafflednerd)
A detailed list of online courses on R (Bafflednerd)
* 출처 : http://bafflednerd.com/learn-r-online/
평소 R 공부에 관심 많으신 분들이 보고 참고하시면 좋을 것 같아 올립니다.
온라인 R 강의들을 모아서 비교해 놓았네요.
같은 사이트 내에 Python 과 SAS 강의들도 비교해 놓았습니다. 참고하세요!
| Link | Course Website | Course Instructor | Rating | Price | Time commitment | Difficulty |
|---|---|---|---|---|---|---|
| R Data Pre-Processing & Data Management - Shape your Data! | Udemy | R-Tutorials Training | 4.8 | USD 30 | 2.5 hours | Beginner |
| Case Studies in Data Mining with R | Udemy | Geoffrey Hubona, Ph.D. | 4.6 | USD 20 | 22 hours | Beginner |
| R Programming A-Z: R For Data Science With Real Exercises! | Udemy | Kirill Eremenko | 4.6 | USD 30 | 10.5 hours | Beginner |
| Decision Tree - Theory, Application and Modeling using R | Udemy | Gopal Prasad Malakar | 4.5 | Free | 6 hours | Beginner |
| Learn R Programming from Scratch | Udemy | Sunil Kumar Gupta | 4.5 | USD 20 | 2 hours | Beginner |
| Introduction to R for Data Science | EDX | Microsoft | 4.5 | USD 49 | 4 weeks | Beginner |
| Foundations of Data Analysis - Part 1: Statistics Using R | EDX | UTAustin | 4.5 | Archived | 6 weeks | Beginner |
| Foundations of Data Analysis - Part 2: Inferential Statistics | EDX | UTAustin | 4.5 | Archived | 6 weeks | Beginner |
| Multivariate Data Visualization with R | Udemy | Geoffrey Hubona, Ph.D. | 4.4 | USD 20 | 7 hours | Beginner |
| Comprehensive Linear Modeling with R | Udemy | Geoffrey Hubona, Ph.D. | 4.3 | USD 20 | 14.5 hours | Beginner |
| Learn R Programming and Data Fundamentals Through Exercises | Udemy | Dhruv Bais | 4.3 | USD 20 | 2 hours | Beginner |
| R Programming for Simulation and Monte Carlo Methods | Udemy | Geoffrey Hubona, Ph.D. | 4.2 | USD 20 | 11.5 hours | Beginner |
| Forecasting Models with R | Udemy | Diego Fernandez | 4.2 | USD 20 | 6.5 hours | Beginner |
| Extra Fundamentals of R | Udemy | Geoffrey Hubona, Ph.D. | 4.2 | USD 20 | 12.5 hours | Beginner |
| Programming Statistical Applications in R | Udemy | Geoffrey Hubona, Ph.D. | 4.2 | USD 20 | 11 hours | Beginner |
| The Comprehensive Programming in R Course | Udemy | Geoffrey Hubona, Ph.D. | 4.2 | USD 20 | 25 hours | Beginner |
| Comprehensive Graphics with R | Udemy | Geoffrey Hubona, Ph.D. | 4.1 | USD 20 | 8.5 hours | Beginner |
| Data Mining with R: Go from Beginner to Advanced! | Udemy | Geoffrey Hubona, Ph.D. | 4 | USD 20 | 12 hours | Beginner |
| Logistic Regression using R in 10 Steps | Udemy | Aze Analytics | 4 | Free | 1.5 hours | Beginner |
| Applied Multivariate Analysis with R | Udemy | Geoffrey Hubona, Ph.D. | 3.9 | USD 20 | 12 hours | Beginner |
| More Data Mining with R | Udemy | Geoffrey Hubona, Ph.D. | 3.8 | USD 20 | 10.5 hours | Beginner |
| Bayesian Computational Analyses with R | Udemy | Geoffrey Hubona, Ph.D. | 3.8 | USD 20 | 11.5 hours | Beginner |
| Building Interactive Graphs with ggplot2 and Shiny | Udemy | Packt Publishing | 3.7 | USD 20 | 1.5 hours | Beginner |
| Linear Regression, GLMs and GAMs with R | Udemy | Geoffrey Hubona, Ph.D. | 3.7 | USD 20 | 8 hours | Beginner |
| Explore Statistics with R | EDX | KIx: Karolinska Institutet | 3.5 | Free | 5 weeks | Beginner |
| Customer Choice Modeling with R | Udemy | Decision Quotient | 3.4 | USD 30 | 2.5 hours | Beginner |
| Linear regression in R for Data Scientists | Udemy | Francisco Juretig | 3.3 | USD 20 | 7 hours | Beginner |
| Data Science Specialization | Coursera | John Hopkins University | Varies per course | $29 per course | 5 weeks per course | Beginner |
| Statistics with R Specialization | Coursera | Duke University | Varies per course | $59 per course | Varies per course | Beginner |
| GGPLOT2 R Package - Master Data Visualization in R | Udemy | Anil Ugle | NR | USD 20 | 4.5 hours | Beginner |
| Master data analysis with R | Datacamp | Datacamp | NA | USD 25 per month | Varies per course | Beginner |
| R Programming Tutorials | Youtube | Mike Marin | NA | Free | Short video lectures | Beginner |
| Baseball Database Queries with SQL and dplyr | Udemy | Charles Redmond | 4.6 | Free | 3 hours | Beginner |
| Learn By Example: Statistics and Data Science in R | Udemy | Loony Corn | 4.5 | USD 20 | 9 hours | Beginner |
| Statistics with R - Beginner Level | Udemy | Bogdan Anastasiei | 4.4 | Free | 3 hours | Beginner |
| Introduction to R | Udemy | Jagannath Rajagopal | 4.3 | USD 35 | 15 hours | Beginner |
| R programming in 4 hours - Frequently used syntax by example | Udemy | Gopal Prasad Malakar | 4.3 | Free | 2 hours | Beginner |
| DPLYR R Package: Introductory R Course on Data Analysis in R | Udemy | Anil Ugle | 4.3 | Free | 35 mins | Beginner |
| R Basics - R Programming Language Introduction | Udemy | R-Tutorials Training | 4.3 | Free | 3 hours | Beginner |
| Learn R for Business Analytics from Basics ! | Udemy | Analytics 17 | 4.2 | USD 20 | 1.5 hours | Beginner |
| R Level 1 - Data Analytics with R | Udemy | R-Tutorials Training | 4.2 | USD 20 | 5.5 hours | Beginner |
| Essential Fundamentals of R | Udemy | Geoffrey Hubona, Ph.D. | 4.1 | USD 20 | 10.5 hours | Beginner |
| R Courses : Intro to R Programming 101 | Udemy | Anil Ugle | 4 | Free | 43 mins | Beginner |
| Introduction to R Programming - Must See Introduction to R | Udemy | Dhruv Bais | 3.8 | Free | 37 mins | Beginner |
| Data Analysis with R | Udemy | Mangirdas Adomaitis | 3.7 | USD 50 | 5.5 hours | Beginner |
| The Analytics Edge | EDX | MITx | 5 | USD 99 | 12 weeks | Intermediate |
| Programming with R for Data Science | EDX | Microsoft | 3.5 | USD 49 | 6 weeks | Intermediate |
| Strategic Business Analytics Specialization | Coursera | Essec Business School | Varies per course | $59 per course | Varies per course | Intermediate |
| Data Analysis with R | Udacity | NA | Free | 2 weeks | Intermediate | |
| R Statistics Essential Training | Lynda | Barton Poulson | NA | Free trial for 10 days | 5 hr 59 mins | Intermediate |
| Code Clinic: R | Lynda | Mark Niemann-Ross | NA | Free trial for 10 days | 3hr 24 mins | Intermediate |
| Up and Running with R | Lynda | Barton Poulson | NA | Free trial for 10 days | 2hr 25 mins | Intermediate |
| Statistics and R | EDX | Harvardx | 3.5 | USD 50 | 4 weeks | Intermediate |
| Pitch Location Charts with PITCHf/x and ggplot | Udemy | Charles Redmond | 4.9 | Free | 2 hours | Intermediate |
| R Programming: Advanced Analytics In R For Data Science | Udemy | Kirill Eremenko | 4.8 | USD 40 | 6 hours | Intermediate |
| Baseball Data Wrangling with Vagrant, R, and Retrosheet | Udemy | Charles Redmond | 4.7 | Free | 2 hours | Intermediate |
| Training Sets, Test Sets, R, and ggplot | Udemy | Charles Redmond | 4.6 | Free | 1.5 hours | Intermediate |
| Graphs in R - Data Visualization with R Programming Language | Udemy | R-Tutorials Training | 4.5 | USD 25 | 4.5 hours | Intermediate |
| Statistics with R - Intermediate Level | Udemy | Bogdan Anastasiei | 4.5 | USD 20 | 2.5 hours | Intermediate |
| Statistics in R - The R Language for Statistical Analysis | Udemy | R-Tutorials Training | 4.1 | USD 20 | 4 hours | Intermediate |
| Machine Learning and Statistical Modeling with R Examples | Udemy | R-Tutorials Training | 4.1 | USD 25 | 2.5 hours | Intermediate |
| Time Series Analysis and Forecasting in R | Udemy | R-Tutorials Training | 4.1 | USD 25 | 2.5 hours | Intermediate |
| R: Learn to Program in R & Use R for Effective Data Analysis | Udemy | ATI - Analytics Training Institute | 3.7 | USD 20 | 4.5 hours | Intermediate |
| Text Mining, Scraping and Sentiment Analysis with R | Udemy | R-Tutorials Training | 4.2 | USD 25 | 3 hours | Expert |
| Statistics with R - Advanced Level | Udemy | Bogdan Anastasiei | 2 | USD 20 | 4.5 hours | Expert |
******************************************************
- 통계분석연구회
- 카페 : http://cafe.daum.net/statsas
- STATWITH : http://statwith.tistory.com/
- 통계분석연구회(Statistics Analysis Study) 그룹
: https://www.facebook.com/groups/statsas
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