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.

Universidad Austral
Skills you'll gain: Model Optimization, Tensorflow, Fine-tuning, Deep Learning, Performance Tuning, Model Training, Model Deployment, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Algorithms
Intermediate · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Empowerment, Responsible AI, Data Ethics, Community Organizing, Community Development, Advocacy, Social Justice, Social Work, Creativity, Public Policies, Qualitative Research, Diversity Equity and Inclusion Initiatives, Innovation, Education and Training, Collaboration, Student Engagement, Adult Education, Case Studies, Training Programs, Student Support and Services
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Model Optimization, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Containerization, Application Deployment, Service Level, Extract, Transform, Load, Data Transformation, System Monitoring, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

O.P. Jindal Global University
Skills you'll gain: Political Sciences, Policy Development, Policy Analysis, Public Policies, Governance, Community Development, Public Administration, Public Affairs, Social Sciences, Socioeconomics, Social Justice, Economics, Sociology
Build toward a degree
Beginner · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Simulations, Simulation and Simulation Software, Mathematical Modeling, Life Sciences, Biology, R Programming, Scripting, Quantitative Research
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Remote Access Systems, Desktop Support, Technical Support, Help Desk Support, Data Ethics, System Support, End User Training and Support, Telecommuting, Information Technology, Collaborative Software, Issue Tracking, Information Privacy, Data Security, Artificial Intelligence, Generative AI
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Verification And Validation, Spatial Data Analysis, Virtual Environment, Geospatial Information and Technology, Development Environment, Geographic Information Systems, Software Installation, Debugging, Package and Software Management, Software Versioning, Dependency Analysis, Pandas (Python Package), Environment, Scripting, Python Programming, Environmental Regulations, Cross-Channel Marketing
Beginner · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Web Analytics, Google Analytics, Frontend Performance, Content Performance Analysis, Performance Metric, Usability, Digital Marketing Tools
Mixed · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Value Propositions, Oral Expression, Selling Techniques, Digital Media Strategy, Social Media Strategy, Presentations, Storytelling, Goal Setting, Marketing Strategies, Sales Strategy, Entrepreneurship, Data-Driven Decision-Making, Customer Insights, Marketing Strategy and Techniques, Prospecting and Qualification, New Business Development, Brand Strategy, Business Communication, Customer Analysis, User Research
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Storytelling, Writing and Editing, Content Creation, Peer Review, Writing, Constructive Feedback, AI literacy, Concision, Personal Attributes, Intercultural Competence, Editing, Proofreading, Goal Setting, Self-Awareness, Honesty
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Estate Planning, Portfolio Management, Investment Management, Asset Protection, Long Term Care, Portfolio Risk, Wealth Management, Financial Planning, Insurance Policies, Brokerage, Loss Prevention, Financial Market, International Finance, Asset Management, Real Estate, Property and Real Estate, Risk Management, Return On Investment, Risk Analysis, Growth Strategies
Beginner · Specialization · 1 - 3 Months

Mixed · Course · 1 - 4 Weeks