R Programming Courses and Certifications

Coursera

Tidy Messy Data using tidyr in R

10 ratings at Coursera

Learn practical data cleaning and reshaping techniques using tidyr in R. Master functions like pivot_longer(), pivot_wider(), and separate() to achieve tidy data principles and create effective plots with ggplot().

• Coursera
• 2 hours 15 minutes
• On-Demand
• Paid Course

Basics of Statistical Inference and Modelling Using R

7 ratings at edX

Learn why a statistical method works, how to implement it using R and when to apply it and where to look if the particular statistical method is not applicable in the specific situation.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Advanced Statistical Inference and Modelling Using R

Extend your knowledge of linear regression to the situations where the response variable is binary, a count, or categorical as well as to hierarchical experimental set-up.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction à la science des données sociales avec R

Les données sont partout et il faudra rapidement savoir comment les analyser pour en dériver des connaissances sur lesquelles nous pourrons prendre des décisions et des actions plus éclairées.

• edX
• 7 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Simulation of Covid-19 Testing Process Using R Simmer

Learn to simulate Covid-19 testing using R Simmer. Gain skills in discrete event simulation, create statistical variables, define processes and resources, run simulations, and interpret results through data frames and charts.

• Coursera
• 2 hours 32 minutes
• On-Demand
• Paid Course

Coursera

Joining Data in R using dplyr

Learn practical data manipulation in R using dplyr package. Master various join operations to merge datasets efficiently, enhancing your skills in data analysis and manipulation.

• Coursera
• 2 hours 6 minutes
• On-Demand
• Paid Course

Microcredential

Statistical Analysis in R

Learn applied statistical data analysis using R, from basic inference to advanced modeling, with practical implementation and guidance on method selection.

• edX
• 12 weeks, 5-10 hours a week
• On-Demand
• $618.00
• 2 courses

Coursera

Decision Tree Classifier for Beginners in R

Learn to build and evaluate decision tree models in R using the Sonar dataset. Gain hands-on experience with data partitioning, model training, performance metrics, and saving trained models.

• Coursera
• 2 hours 15 minutes
• On-Demand
• Paid Course

Coursera

Simulation of Call Centre Operations Using R Simmer

Learn to simulate call center operations using R-simmer, from creating variables to interpreting results, enhancing decision-making skills for efficient customer service management.

• Coursera
• 1 hour 52 minutes
• On-Demand
• Paid Course

Coursera

MLOps in R: Deploying machine learning models using vetiver

Learn to deploy machine learning models efficiently using Vetiver in R. Build ensemble models, set up deployment frameworks, and monitor performance through a hospital readmission scenario.

• Coursera
• 2 hours 39 minutes
• On-Demand
• Paid Course

Packt

Introduction to FinTech Using R

Explore FinTech using R: master money management, stock market timing, asset pricing, and build a web-based financial app. Gain practical skills for data-driven financial decision-making and algorithm development.

• Coursera
• 3 hours 54 minutes
• On-Demand
• Paid Course

Coursera

Automate R scripts with GitHub Actions: Deploy a model

Automate R scripts for model deployment using GitHub Actions. Learn to access Google Sheets data and send automated emails, enhancing healthcare analytics workflow efficiency.

• Coursera
• 2 hours 56 minutes
• On-Demand
• Paid Course

MGH Institute of Health Professions

Repeated Measures ANOVA and Non-parametric Statistics

Master repeated measures ANOVA and non-parametric statistical techniques for healthcare data analysis using R, focusing on analyzing multiple time points and non-normally distributed data.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Manipulate Text Like a Pro with stringr

Master text manipulation in R using stringr package for cleaning, transforming, and extracting information from text data with regex and real-world examples.

• Coursera
• 7 hours 18 minutes
• On-Demand
• Paid Course

EDUCBA

Linear Regression with R: Build & Optimize

Master linear regression fundamentals and advanced techniques in R, building simple to multiple models, applying dummy variables, and optimizing through backward elimination for real-world data analysis.

• Coursera
• 6 hours 33 minutes
• On-Demand
• Paid Course