R Programming Courses and Certifications

Data Science Dojo

Introduction to Event Log Mining with R

Learn to mine event logs using R and ProM, covering scenarios, benefits, data requirements, analysis techniques, and feature creation for machine learning models in various data sources.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Data Science Dojo

Scale R to Big Data with Hadoop & Spark

Learn to scale R for big data using Hadoop and Spark. Set up a Spark cluster, wrangle HDFS data, and build/deploy machine learning models using Microsoft R Server and distributed processing libraries.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

K-Means Implementation in R

Implement K-means clustering algorithm in R programming language. Learn data preprocessing, algorithm application, and result interpretation for effective data analysis.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

R Programming 101

Manipulating Date and Time Data in R with Lubridate

Master date and time manipulation in R using lubridate package, featuring intuitive functions for parsing, extracting, and working with temporal data in the tidyverse ecosystem.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

R Programming 101

Multiple Regression Analysis - From Simple Linear to Complex Models

Master multiple regression analysis in R, covering variable selection, confounding, collinearity, outliers, interactions, and assumption validation for robust statistical modeling.

• YouTube
• 2 hours 19 minutes
• Self-Paced
• Free Video

Python & R Programming

220 ratings at Udemy

Learn the two most widely used programming languages with Data Science: Python and R

• Udemy
• 1 day 1 hour 6 minutes
• Self-Paced
• Paid Course

IIT Kanpur;  NPTEL

Advanced R Programming for Data Analytics in Business

Explore advanced R programming for data analytics in business, covering visualization, EDA, statistics, modeling, and classification methods to enhance decision-making and gain competitive advantage.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Shashank Kalanithi

R for Data Scientists and Data Analysts

1 rating

Master essential R skills for data analysis and science, covering variables, vectors, functions, and control structures in a comprehensive tutorial.

• YouTube
• 2 hours 20 minutes
• Self-Paced
• Free Video

Data Science Dojo

R and Python - The Best of Both Worlds

Explore the synergy between R and Python for data science, comparing their features, workflows, and data types. Learn to combine both languages for optimal results in various data science tasks.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Data Science Dojo

Text Analytics Crash Course with R

Learn text analytics fundamentals, data processing, machine learning models, and visualization techniques using R. Master handling big data and optimizing models for valuable insights from unstructured text.

• YouTube
• 6 hours 9 minutes
• Self-Paced
• Free Video

LiquidBrain Bioinformatics

Cancer Somatic Mutation Analysis - MAFTOOLS R Package

Learn to analyze cancer somatic mutations using MAFtools R package. Covers importing data, visualization techniques, driver detection, survival analysis, and comparing cancer cohorts for comprehensive mutation insights.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

LiquidBrain Bioinformatics

How to Use Gganimate in R - A RStudio Tutorial for Beginners

Learn to create dynamic, animated data visualizations in R using gganimate. Master key functions and techniques for enhancing your data storytelling skills.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Open Data Science

Prepping Data for Analysis Using R

Learn techniques for preparing data for analysis using R, covering common issues, automated solutions, and practical demonstrations for handling missing values and categorical variables.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Introduction to Regression Models by Using R and Tidymodels

Explore regression models using R and tidymodels to predict numeric values. Learn when to use regression, train models, and evaluate performance through hands-on bike rental prediction.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

Explore and Analyze Data with R

Explore, analyze, and visualize data using R programming language. Learn to use packages like ggplot2, dplyr, and tidyr to transform raw data into insights and knowledge.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video