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.

University of Amsterdam
Skills you'll gain: Health Equity, Social Determinants Of Health, Social Justice, Public Health, Health Disparities, Social Impact, Social and Human Services, Gerontology, Health Policy, Community and Social Work, Vulnerability, Disabilities, Epidemiology, Qualitative Research, Mental Health, Caregiving, Public Policies, Long Term Care, Policy Analysis, Developmental Disabilities
Mixed · Course · 1 - 3 Months
Skills you'll gain: Ability To Meet Deadlines, Timelines, Planning, Time Management, Disaster Recovery, Prioritization, Meeting Facilitation, Project Management, Productivity, Goal Setting, Accountability, Stakeholder Management, Recognizing Others, Risk Management, Self-Motivation, Team Collaboration, Decision Making, Personal Development, Research, Communication
Beginner · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Image Analysis, Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Jupyter, Model Optimization, Predictive Modeling, Model Training, Machine Learning, Model Evaluation, Data Transformation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Investment Banking, Presentations, Sales Presentations, Data Visualization, Data Storytelling, Oral Expression, Client Services, Financial Data, Business Valuation, Mergers & Acquisitions, Financial Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Debugging, Model Evaluation, Root Cause Analysis, Scenario Testing, Data Preprocessing, Software Visualization, Responsible AI, Exploratory Data Analysis, Analysis, Digital Signal Processing, Performance Analysis, Quantitative Research
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Predictive Modeling, Minitab, Statistical Modeling, Statistical Software, Statistical Methods, Statistical Analysis, Data Analysis Software, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation
Mixed · Course · 1 - 4 Weeks
Coursera
Skills you'll gain: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, Continuous Deployment, Devops Tools, DevOps, Development Testing, Debugging, Code Coverage, Test Engineering, Data Pipelines
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, 3D Assets, Autodesk, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Image Quality, Graphical Tools, Layout Design
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Hedge Accounting, Portfolio Risk, Performance Measurement, Performance Metric, Performance Analysis, Investment Management, Portfolio Management, Risk Analysis, Finance, Quantitative Research, Benchmarking, Compensation Management, Time Series Analysis and Forecasting, Statistical Methods, Statistical Analysis, Advanced Analytics
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Arithmetic
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Model Deployment, Model Training, Deep Learning, PyTorch (Machine Learning Library), Scalability, Docker (Software), MLOps (Machine Learning Operations), Application Deployment, Containerization, Model Evaluation, Artificial Neural Networks, Tensorflow, Network Architecture, Configuration Management, Performance Testing
Intermediate · Course · 1 - 4 Weeks