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: Supervised Learning, Decision Tree Learning, Applied Machine Learning, Data Processing, Predictive Modeling, Statistical Machine Learning, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Data Analysis, Artificial Neural Networks, Data Cleansing, Predictive Analytics, No-Code Development, Statistical Programming, Performance Tuning
Intermediate · Course · 1 - 3 Months

Parsons School of Design, The New School
Skills you'll gain: Economics, Policy, and Social Studies, Socioeconomics, Economics, Market Dynamics, Social Justice, Economic Development, Labor Relations, Sustainable Development, International Relations, World History, Global Marketing, Behavioral Economics, Innovation, Leadership, Critical Thinking, Communication
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Rmarkdown, Tidyverse (R Package), Ggplot2, Spatial Data Analysis, Data Visualization Software, Statistical Visualization, Geospatial Information and Technology, Data Manipulation, Scatter Plots, Plotly, Interactive Data Visualization, R Programming, Data Mapping, Animations
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Python Programming, Natural Language Processing, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Machine Learning, Data Processing
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Medical Imaging, Computer Vision, Machine Learning, X-Ray Computed Tomography
Intermediate · Guided Project · Less Than 2 Hours

Tecnológico de Monterrey
Skills you'll gain: Business Modeling, Design Thinking, Business Process, Storytelling, Business Strategies, Strategic Planning, Innovation, Entrepreneurship, Systems Thinking, New Business Development, Shared Media, Oral Expression, Presentations, Business Research, Data Storytelling, Process Analysis, Professional Networking, Competitive Analysis, Value Propositions, Market Opportunities
Advanced · Course · 1 - 4 Weeks

University of Geneva
Skills you'll gain: Ancient History, World History, Social Studies, Research, Intercultural Competence, Political Sciences, Sociology, Cultural Diversity, Anthropology, Psychology
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Multimedia, Public Affairs, Performing Arts, Music Performance, Electronic Media, Liberal Arts, Experimentation, Creativity, Cultural Diversity, Research
Beginner · Course · 1 - 3 Months

IIMA - IIM Ahmedabad
Skills you'll gain: Mindfulness, Self-Awareness, Personal Development, Stress Management, Compassion, Mental Health, Optimism, Emotional Intelligence, Resilience, Relationship Building, Psychology, Empathy, Cognitive flexibility, Cultural Responsiveness, Physiology
Intermediate · Course · 1 - 3 Months

University of Geneva
Skills you'll gain: Psychology, Social Sciences, Human Development, Cultural Diversity, Autism Spectrum Disorders, Child Development, Interpersonal Communications, Non-Verbal Communication, Neurology, Research Methodologies
Beginner · Course · 1 - 3 Months

The Chinese University of Hong Kong
Skills you'll gain: Culture, Social Sciences, Liberal Arts, World History, Ancient History, Research, Political Sciences, Psychology, Economics, Governance
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Education Software and Technology, Motion Graphics, Blogs, Graphic and Visual Design, Scripting, Creativity, Augmented and Virtual Reality (AR/VR), Color Theory, Media Production, Persona Development, Target Audience, Image Quality, Writing and Editing, Marketing
Beginner · Specialization · 3 - 6 Months