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.

Coursera
Skills you'll gain: Descriptive Statistics, Descriptive Analytics, Jupyter, Microsoft Azure, Statistical Visualization, Plot (Graphics), Model Training, Data Analysis, Statistics, Exploratory Data Analysis, Data Visualization Software, Correlation Analysis, Applied Machine Learning, Machine Learning Methods
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: LangGraph, AI Orchestration, AI Workflows, CrewAI, Agentic Workflows, Model Deployment, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Software Architecture, Application Deployment, Systems Architecture, System Design and Implementation, Communication Systems, Safety and Security, System Monitoring, Scalability, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

American Psychological Association
Skills you'll gain: Mental Health Diseases and Disorders, Behavioral Health, Psychiatry, Nutrition and Diet, Mental and Behavioral Health, Mental Health, Clinical Psychology, Psychology, Psychological Evaluations, Psychosocial Assessments, Patient Evaluation, Cultural Diversity, Cognitive Behavioral Therapy, Mental Health Therapies, Health Education, Science and Research, Scientific Methods, Pharmacotherapy, Patient Treatment, Clinical Assessment
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: AI Workflows, Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Generative AI, Large Language Modeling
★ 3.3 (7) · Intermediate · Project · Less Than 2 Hours
Universitat Autònoma de Barcelona
Skills you'll gain: Institutional Review Board (IRB), Research Design, Experimentation, Science and Research, Research Reports, Research, Scientific Methods, Design Research, Usability Testing, Research Methodologies, Sensory Systems Analysis, UI/UX Research, Data Analysis, Report Writing, Data Ethics, User Research, Usability, Data Collection, Display Devices, Informed Consent
Beginner · Course · 1 - 4 Weeks

Eindhoven University of Technology
Skills you'll gain: Sensory Systems Analysis, Magnetic Resonance Imaging, Medical Imaging, Neurology, Physiology, Psychology, Biology, Mental Health, Cell Biology, Behavioral Health, Anatomy, Research
Mixed · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Fraud detection, Jupyter, Program Management, Model Optimization, Responsible AI, Model Evaluation, Project Management, Performance Improvement, AI literacy, Risk Modeling, Performance Metric, Credit Risk, Performance Analysis, Performance Tuning, Machine Learning Methods, Test Planning, Test Engineering, Applied Machine Learning, Research Design
Intermediate · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Game Design, Video Game Development, Virtual Reality, Storytelling, Augmented and Virtual Reality (AR/VR), Interactive Design, Experience Design
Beginner · Course · 1 - 3 Months

Skills you'll gain: Survey Creation, Surveys, User Feedback, Data Storytelling, Quantitative Research, Data Analysis, Market Research, Statistical Analysis, Storytelling, Statistical Hypothesis Testing, User Centered Design, Business Research, Statistical Methods, Data Collection, Stakeholder Communications
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Dimensionality Reduction, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Cleansing, Model Evaluation, Jupyter, Python Programming, Machine Learning Methods, Applied Machine Learning, Artificial Neural Networks, Rmarkdown, Data Presentation, Machine Learning, Model Optimization
★ 4.6 (13) · Mixed · Course · 1 - 4 Weeks

Università Bocconi
Skills you'll gain: Go To Market Strategy, Business Modeling, Entrepreneurship, Fundraising, Customer Acquisition Management, Business Architecture, User Research, Sales Strategy, Presentations, Customer Insights, Persona Development, Entrepreneurial Finance, New Product Development, Market Research, Market Opportunities, Customer Analysis, Product Development, Value Propositions, Market Analysis, User Feedback
★ 4.8 (6) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Analytics, Marketing Analytics, Performance Reporting, Looker (Software), Data-Driven Marketing, Web Analytics and SEO, Conversion Funnel Analysis, Dashboard Creation, Digital Analysis, Marketing Strategies, Search Engine Optimization, A/B Testing, Data Storytelling, Analytics, Predictive Analytics, Analysis, Data Visualization, Target Audience, Process Improvement and Optimization, Process Optimization
Beginner · Specialization · 3 - 6 Months