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.

DeepLearning.AI
Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Convolutional Neural Networks, Responsible AI, Data Ethics, Model Training, Model Evaluation
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Strategic Decision-Making, Team Management, Technology Strategies, Strategic Thinking, Business Modeling, People Management, Innovation, Decision Making, Organizational Strategy, Product Lifecycle Management, Business Strategy, New Business Development, Intellectual Property, Strategic Partnership, Value Propositions, Commercialization, Competitive Analysis, Market Dynamics, Creativity
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, R (Software), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Data Mapping, Clinical Informatics, Google Cloud Platform, Data Quality, Natural Language Processing, grep, Informatics, Text Mining, R Programming
Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: User Interface (UI), UI/UX Research, Prototyping, User Research, User Interface and User Experience (UI/UX) Design, AI Personalization, UI/UX Strategy, User Experience, User Flows, AI powered creativity, User Interface (UI) Design, Usability, Figma (Design Software), Web Content Accessibility Guidelines, Data Storytelling, Journey Mapping, Interactive Design, Generative AI, User Experience Design, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Specialization · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Retrieval-Augmented Generation, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Prompt Engineering, OpenAI, OpenAI API, Expense Management, AI Personalization, Expense Reports, Travel Arrangements, Development Testing, Tool Calling, Test Case, Human Computer Interaction, Interaction Design, Responsible AI, Human Centered Design, System Testing
Beginner · Course · 1 - 4 Weeks

Wesleyan University
Skills you'll gain: Preventative Care, Public Health and Disease Prevention, Research, Crisis Intervention, Research Methodologies, Epidemiology, Mental and Behavioral Health, Behavioral Health, Mental Health Diseases and Disorders, Science and Research, General Science and Research, Public Health, Mental Health, Mental Health Therapies
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Statistical Methods, Exploratory Data Analysis, Data Quality, Statistics, Data Analysis, Data Science, Statistical Analysis, Probability & Statistics, Data Storage, Data Collection, Data Management, Data Pipelines, Statistical Machine Learning, Data-Driven Decision-Making, Applied Mathematics, Interactive Data Visualization, Calculus, Probability Distribution, Machine Learning, Linear Algebra
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Workplace inclusivity, Diversity Training, Diversity and Inclusion, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Cultural Diversity, Drive Engagement, Leadership Studies, Intercultural Competence, Self-Awareness, Empathy, Initiative and Leadership, Leadership, Cultural Responsiveness, Interpersonal Communications, Communication Strategies, Emotional Intelligence, Active Listening, Communication, Culture
Beginner · Course · 1 - 4 Weeks

Rutgers the State University of New Jersey
Skills you'll gain: Logistics, Logistics Management, Supply Chain Management, Supply Chain, Supply Chain Systems, Supply Management, Transportation, Supply Chain, and Logistics, Manufacturing Operations, Strategic Sourcing, Operations Management, Financial Statement Analysis, Operations, Warehouse Management, Forecasting, Demand Planning, Supply Chain Planning, Product Flow Diagram, Business Operations, Materials Management, Warehouse Operations
Advanced · Specialization · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Innovation, New Product Development, Product Development, Root Cause Analysis, Market Analysis, Consumer Behaviour, Case Studies, Value Propositions, Risk Analysis, Risk Mitigation, Overcoming Objections, Marketing Psychology
Mixed · Course · 1 - 4 Weeks

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, Model Optimization, Network Model, Network Architecture, Performance Testing
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Supply Chain Planning, Demand Planning, Customer Demand Planning, Inventory Control, Inventory Management, Supply Chain Management, Supply Chain, Capacity Planning, Inventory and Warehousing, Materials Management, Process Optimization, Resource Utilization, Forecasting, Operations Management, Material Requirements Planning, Resource Planning, Resource Allocation, Capacity Management, Microsoft Excel, Performance Measurement
Intermediate · Specialization · 1 - 3 Months