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.

Fractal Analytics
Skills you'll gain: A/B Testing, Design Thinking, User Centered Design, Design and Product, Experience Design, Data Storytelling, Dashboard, User Feedback, Solution Design, Stakeholder Engagement, Stakeholder Analysis, Customer Insights, Interviewing Skills, Empathy & Emotional Intelligence, Business Requirements, Problem Solving, Product Testing
★ 4.5 (12) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Kanban Principles, Project Management, Collaborative Software, Operations Management
★ 4.4 (11) · Beginner · Guided Project · Less Than 2 Hours

The University of Melbourne
Skills you'll gain: Art History, International Relations, Political Sciences, Culture, Socioeconomics, Diplomacy, Ancient History, World History, Social Sciences, Economic Development, Consumer Behaviour, Social Justice, Policty Analysis, Research, and Development, Public Policies, Cultural Diversity, Sociology, Economics, Market Dynamics, Culture Transformation
★ 4.2 (33) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Generative Model Architectures, Generative AI, Large Language Modeling, Vision Transformer (ViT), Artificial Neural Networks, Deep Learning, Recurrent Neural Networks (RNNs), Natural Language Processing
★ 3.7 (6) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, ChatGPT, Driving engagement, Content Optimization, Social Media Content, Content Strategy, Prompt Engineering, Digital Media Strategy, Target Audience, Social Media Campaigns, Social Media Marketing, Personalized Campaigns, Social Media, Content Creation, Content Scheduling, Drive Engagement, User Research, User Feedback, Copywriting, Storytelling
★ 4.4 (14) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Digital pedagogy, Education Software and Technology, digital literacy
★ 4.6 (49) · Beginner · Guided Project · Less Than 2 Hours

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Talent Pipelining, Talent Recruitment, Talent Sourcing, Recruitment, Talent Acquisition, Recruitment Strategies, Talent Management, Strategic Sourcing, Professional Networking, Interviewing Skills, Presentations, Relationship Building, Market Research
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Biochemistry, Sensory Systems Analysis, Chemistry, Process Control, Laboratory Testing, Analytical Chemistry, Analytical Testing, Product Testing, Quantitative Research, Microbiology
★ 5 (17) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Manufacturing Operations, Production Management, Production Planning, Production Process, Operations Management, Production Schedule, Operations, Inventory Management, Business Operations, Inventory Control, Quality Control, Materials Management, Scheduling, Production Line, Inventory Management System, Inventory and Warehousing, Operational Efficiency, Lean Manufacturing, Quality Monitoring, Material Requirements Planning
★ 4.9 (15) · Mixed · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Data Ethics, Big Data, Cybersecurity, Data Security, Cryptography, Information Privacy, Encryption, Digital pedagogy, AI Personalization, Computer Science, Web Servers, Machine Learning, Machine Learning Methods, Supervised Learning, Artificial Neural Networks
★ 4.6 (10) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Machine Learning Methods, Data Mining, Applied Machine Learning, Feature Engineering, Data Analysis, Correlation Analysis, Algorithms
★ 4.8 (12) · Intermediate · Course · 1 - 3 Months