Reproducible research courses can help you learn data management, statistical analysis, and effective documentation practices. You can build skills in version control, data visualization, and creating reproducible workflows that enhance collaboration. Many courses introduce tools like R, Python, and Git, that support conducting and sharing research that others can easily verify and replicate.

Skills you'll gain: Rmarkdown, Knitr, Surveys, Survey Creation, Data Quality, Sample Size Determination, Statistical Hypothesis Testing, Data Governance, Market Research, Regression Analysis, Predictive Modeling, Quantitative Research, Data Analysis, Statistical Analysis, Key Performance Indicators (KPIs), R Programming, Excel Formulas, Business Intelligence, Data Visualization, Performance Metric
Intermediate · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Microbiology, Laboratory Testing, Analytical Chemistry, Systems Of Measurement, Analytical Testing, Process Analysis, Biochemistry, Production Process, Scientific Methods, Chemistry, Qualitative Research
Intermediate · Course · 1 - 4 Weeks

The Chinese University of Hong Kong
Skills you'll gain: Model Optimization, Mathematical Modeling, Advanced Mathematics, Operations Research, Debugging, Code Reusability, Algorithms
Intermediate · Course · 1 - 3 Months

ISSA (International Sports Sciences Association)
Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Nutritional Assessment, Dietetics, Nutrition Education, Exercise Science, Nutrition Care Plans, Clinical Nutrition, Culture, Biology, Critical Thinking, Health Assessment, Physiology, Biochemistry, Health And Wellness Coaching, Health Education, Health Care, Athletic Training, Coaching, Mental and Behavioral Health
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Supervised Learning, Applied Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Transfer Learning, Text Mining, Model Evaluation, Data Manipulation, Marketing Analytics, Python Programming, Embeddings, Classification Algorithms, Marketing, Artificial Neural Networks, Performance Metric
Build toward a degree
Beginner · Course · 1 - 4 Weeks

American Museum of Natural History
Skills you'll gain: Scientific Visualization, Physical Science, Environment, Physics, Life Sciences, Environmental Science, Science and Research, Taxonomy, Scientific Methods, Biology, Research, Chemistry
Beginner · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Pharmacotherapy, Pain Management, Pharmacology, Pharmacy, Pharmaceuticals, Clinical Pharmacy, Patient-centered Care, Medical Prescription, Mental and Behavioral Health, Life Sciences, Neurology, Molecular Biology, Substance Abuse, Human Musculoskeletal System, Sensory Systems Analysis, Physiology, Biochemistry, Research, Critical Thinking and Problem Solving, Science and Research
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Statistical Hypothesis Testing, Logistic Regression, Lean Six Sigma, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Test Tools, Statistical Methods, Statistical Software, Regression Analysis, Probability & Statistics, Data Literacy, Data Science
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: AI Security, Penetration Testing, Exploit development, Network Security, Exploitation techniques, Open Web Application Security Project (OWASP), Security Testing, Cyber Security Assessment, Cyber Operations, Computer Security, Cybersecurity, Artificial Intelligence and Machine Learning (AI/ML), Cryptographic Protocols, Network Protocols, Cryptography, Security Awareness, Generative AI Agents, Server Side, Web Applications, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Web Analytics and SEO, AI Personalization, Document Management, Semantic Web, Algorithms, Query Languages, Model Evaluation, Network Analysis, Text Mining, Natural Language Processing, User Research, Data Structures, Business Modeling, Graph Theory, Applied Machine Learning, Linear Algebra
Intermediate · Course · 3 - 6 Months

Erasmus University Rotterdam
Skills you'll gain: Data Analysis, Statistical Reporting, Analytical Skills, Quantitative Research, Statistical Analysis, Statistical Software, Small Data, Qualitative Research, R (Software), R Programming, Sampling (Statistics), Technical Communication, Research Methodologies, Statistical Hypothesis Testing
Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Value Propositions, Entrepreneurship, Product Development, Ideation, Business Modeling, Sales Presentations, Market Opportunities, Innovation, New Business Development, Business Planning, Presentations, Business Strategies, Entrepreneurial Finance, Market Trend, Market Research, Trend Analysis
Advanced · Course · 1 - 3 Months