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: Exploratory Data Analysis, Model Training, Model Evaluation, Data Preprocessing, Regression Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Analysis, Plot (Graphics), Machine Learning, Data Visualization, Decision Tree Learning, Predictive Analytics, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Lund University
Skills you'll gain: Sustainable Development, Climate Change Programs, Sustainable Systems, Sustainable Business, Social Impact, Environment and Resource Management, Climate Change Mitigation, Resource Consumption Accounting, Systems Thinking, Consumer Behaviour, Education and Training, Social Studies, Economics, Policy, and Social Studies, Cooperation, Community Development, Economics, Environmental Policy, Public Policies, Critical Thinking
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Sampling (Statistics), Estimation, Data Collection, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, Quantitative Research, R (Software), Data Analysis, Risk Management, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, R Programming, Project Estimation, Business Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Fine-tuning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Tensorflow, Predictive Modeling, Model Optimization, Model Training, Interactive Data Visualization, Time Series Analysis and Forecasting, Model Evaluation
Advanced · Course · 1 - 3 Months

Alfaisal University | KLD
Skills you'll gain: Economic Development, Economics, Economics, Policy, and Social Studies, Growth Strategies, Socioeconomics, Public Policies, Policy Development, Financial Policy, Human Development, Policy Analysis, Research, and Development
Beginner · Course · 1 - 4 Weeks

University of the Arts London
Skills you'll gain: Social Justice, Design Thinking, Social Impact, Community Organizing, Sustainable Design, Diversity Awareness, Advocacy, Creative Thinking, Case Studies, Sustainable Development, Design, Systems Thinking, Ideation, Empathy, Corporate Sustainability, Sustainability Standards, Problem Solving, Research, Prototyping, Collaboration
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Immunology, Parent Communication, Patient Education and Support, Infectious Diseases, Public Health and Disease Prevention, Pediatrics, Preventative Care, Advocacy, Patient Advocacy, Public Health, Community Health, Epidemiology, Persuasive Communication, Drug Development, Medical Science and Research, Interpersonal Communications, Rapport Building, Clinical Trials, Health Care Procedure and Regulation
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Artificial Neural Networks, Embeddings, Data Processing
Intermediate · Course · 1 - 4 Weeks
École Polytechnique
Skills you'll gain: Physics, Physical Science, General Science and Research, Science and Research, Research, Engineering, Scientific, and Technical Instruments, Scientific Methods, electromagnetics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Ads, Pay Per Click Advertising, Keyword Research, Online Advertising, Target Audience, Digital Advertising, Paid media, Conversion Funnel Analysis, Performance marketing, Campaign Planning, Campaign Management, Advertising Campaigns, Budget Management, Data-Driven Marketing, Forecasting, Bidding, Automation
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Marketing Analytics, Conversion Funnel Analysis, Sales Strategy, Data-Driven Marketing, Customer Analysis, Marketing Strategies, Digital Media Strategy, Data Visualization Software, Customer Insights, Customer Engagement, Consumer Behaviour, Regression Analysis, Analysis, Statistical Analysis, Target Market, Decision Tree Learning, Decision Making, Journey Mapping, Logistic Regression, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Service Management, Information Technology Infrastructure Library, IT Service Management, IT Management, Information Technology, Information Technology Operations, Operations Management, Asset Management, Operations
Mixed · Course · 1 - 4 Weeks