Courses in R for Data Analysis can help you learn data manipulation, statistical modeling, data visualization, and hypothesis testing. You can build skills in cleaning datasets, performing regression analysis, and creating informative graphs. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, showing how these tools facilitate efficient data analysis and enhance the presentation of findings.

University of Colorado Boulder
Skills you'll gain: Data Governance, Data Management, Business Analytics, Analytics, Data Quality, Data Ethics, Data Analysis, Business Intelligence, Big Data, Organizational Structure, Data-Driven Decision-Making, Data Access, Relational Databases, SQL, Data Storage, Cloud Computing
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Stakeholder Management, Business Analysis, Project Management, Stakeholder Analysis, Analysis, Requirements Elicitation, Risk Management, Microsoft Power Platform, Business Process Improvement, Problem Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Extract, Transform, Load, Web Scraping, Data Transformation, File I/O, Data Processing, JSON, Data Integration, Data Pipelines, Pandas (Python Package), Python Programming, Jupyter
Intermediate · Course · 1 - 4 Weeks

Wesleyan University
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Model Evaluation, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Data Analysis, Data Mining, Feature Engineering, Exploratory Data Analysis, Regression Analysis, Statistical Analysis, Python Programming
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data Manipulation, Data Transformation, Pivot Tables And Charts, Data Wrangling, Data Cleansing, Data Integration, R Programming, Data Preprocessing
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Wrangling, Big Data, Data Analysis, Statistical Analysis, Data Cleansing, Apache Hadoop, Apache Hive, Data Processing, Data Mart, Data Science, Data Warehousing, Apache Spark, Data Visualization, Data Lakes, Data Collection, Data Visualization Software, Microsoft Excel
Beginner · Course · 1 - 3 Months

Skills you'll gain: Real Time Data, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Business Requirements, Data Lakes, Apache Hadoop, Dashboard, Apache Airflow, Cloud Engineering, Tensorflow, Cloud Services, Data Warehousing
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Performance Tuning
Intermediate · Course · 3 - 6 Months

Skills you'll gain: SQL, Relational Databases, MySQL, Databases, Query Languages, Database Management, Stored Procedure, IBM DB2, Data Access, Data Analysis, Data Manipulation, Data Integrity, Transaction Processing
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Analysis, Financial Statement Analysis, Finance, Accounting, Financial Accounting, Business Valuation, Financial Statements, Financial Management, Corporate Finance, Return On Investment, Entrepreneurial Finance, Risk Analysis, Cash Flows, Equities, Loans
Beginner · Course · 1 - 4 Weeks

IBM
Skills you'll gain: Data Storytelling, Dashboard, Model Evaluation, Data Visualization Software, Data Wrangling, Data Visualization, Web Scraping, Supervised Learning, Data Modeling, Unsupervised Learning, SQL, Exploratory Data Analysis, Matplotlib, Pandas (Python Package), Plotly, Data Analysis, Predictive Modeling, Jupyter, Professional Networking, Generative AI
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Exploratory Data Analysis, Model Evaluation, Regression Analysis, Statistical Analysis, R Programming, Data Manipulation, Data Presentation, Data Cleansing, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Machine Learning Algorithms, Plot (Graphics), Probability & Statistics, Rmarkdown, Statistical Programming, Data Science, Machine Learning, GitHub
Beginner · Specialization · 3 - 6 Months