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 Glasgow
Skills you'll gain: Strategic Leadership, Business Leadership, Leadership Development, Organizational Leadership, Leadership, Leadership and Management, Strategic Thinking, Business Transformation, Strategic Decision-Making, Organizational Change, Innovation, Market Research, Corporate Strategy, Competitive Analysis, Business Strategy, Digital Transformation, Business, Business Management, Business Planning, Growth Strategies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Data Wrangling, Analysis, Correlation Analysis
Beginner · Course · 1 - 4 Weeks

The Chinese University of Hong Kong
Skills you'll gain: Model Optimization, Operations Research, Applied Mathematics, Algorithms, Numerical Analysis, Mathematical Modeling, Combinatorics, Computational Logic, Performance Tuning, Programming Principles, Theoretical Computer Science, Linear Algebra
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Health Systems, Process Improvement, Healthcare Industry Knowledge, Patient Flow, Health Policy, Health Technology, Health Care Administration, Market Dynamics, Health Care Procedure and Regulation, Health Care, Health Administration, Health Informatics, Stakeholder Analysis, Digital Transformation, Supply Chain Management, Innovation, Organizational Structure, Business Analysis
Build toward a degree
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: LLM Application, Tool Calling, Large Language Modeling, Generative AI Agents, AI Workflows, Context Management, Memory Management, Prompt Engineering, Agentic systems, Data Persistence, System Design and Implementation
Intermediate · Project · Less Than 2 Hours
University of Glasgow
Skills you'll gain: Autoencoders, Deep Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Machine Learning, Applied Machine Learning, Responsible AI, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Market Share, Market Analysis, Market Opportunities, Market Intelligence, Market Dynamics, Strategic Marketing, Competitive Analysis, Market Research, Market Trend, Customer Demand Planning, Growth Strategies, Performance Measurement, Consumer Behaviour, Business Metrics, Performance Metric
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Deep Learning, Artificial Neural Networks, Computer Vision, NumPy, Applied Machine Learning, Supervised Learning, Network Architecture, Model Training
Intermediate · 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, Content Creation, Social Media, Content Scheduling, Drive Engagement, User Research, User Feedback, Copywriting, Storytelling
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado System
Skills you'll gain: Decision Intelligence, Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Clinical Informatics, Machine Learning Methods, Advanced Analytics, Data-Driven Decision-Making, AI Integrations, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Applied Machine Learning, Machine Learning, Predictive Modeling, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: AI Personalization, Nutrition and Diet, Nutritional Assessment, Personalized Service, Clinical Nutrition, Precision Medicine, Medical Nutrition Therapy, Nutrition Education, Data Ethics, Dietetics, Data Collection, Data Capture, Diagnostic Tests, Responsible AI, Data Analysis, Clinical Research, Health Equity, Health Technology, Consumer Behaviour, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Artificial Intelligence, Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), NumPy, Pandas (Python Package), AI literacy, Model Evaluation, Machine Learning Methods, AI Workflows, Applied Machine Learning, Plot (Graphics), Data Preprocessing, Deep Learning, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, Python Programming, AWS CloudFormation
Beginner · Specialization · 3 - 6 Months