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.

Macquarie University
Skills you'll gain: Intellectual Property, Governance, Value Propositions, Entrepreneurship, Due Diligence, Business Valuation, Contract Negotiation, Entrepreneurial Finance, Negotiation, User Research, New Business Development, Business Strategies, Customer Insights, Customer Analysis, Business Planning, Strategic Partnership, Business Modeling, Regulation and Legal Compliance, Fundraising, Relationship Building
Beginner · Course · 1 - 3 Months

Skills you'll gain: Disaster Recovery, Malware Protection, Business Continuity Planning, Contingency Planning, Business Continuity, Data Centers, Information Assurance, Cybersecurity, Risk Mitigation, Business Risk Management, Incident Management, Crisis Management, Data Security, Risk Management, Data Loss Prevention, Communication Systems, IT Infrastructure, Risk Analysis, Network Infrastructure, Data Storage
Beginner · Course · 3 - 6 Months

Skills you'll gain: Performance Testing, Performance Tuning, Performance Stress Testing, Model Optimization, Algorithms, Performance Analysis, Performance Metric, Memory Management, Theoretical Computer Science
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Information Architecture, User Experience, Content Management, Usability, UI/UX Research, Usability Testing, Design Research, User Centered Design, User Research, Statistical Analysis, Content Strategy, Goal Setting, Team Management, Sample Size Determination
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Preprocessing, Deep Learning, Artificial Neural Networks, Cloud Deployment, Data Pipelines, Data Processing, Applied Machine Learning, AI Workflows, Application Programming Interface (API)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Predictive Modeling, People Analytics, Feature Engineering, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Data Analysis, Business Analytics, Analytics, Model Evaluation, Trend Analysis, Correlation Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, R Programming, Data Preprocessing, Data Cleansing, Data Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Service Management, IT Service Management, Service Level, Key Performance Indicators (KPIs), Help Desk Support, Document Management, Customer Service, Technical Support and Services, Self Service Technologies, Process Driven Development, Service Level Agreement, Software Documentation, Continuous Improvement Process, Customer Support, Customer experience improvement, Incident Management, AI Enablement, Record Keeping, AI Integrations
Beginner · Course · 1 - 3 Months

Skills you'll gain: Image Analysis, Computer Vision, Model Evaluation, Analysis, Failure Mode And Effects Analysis, Root Cause Analysis, Scientific Visualization, Data Visualization, Correlation Analysis, Quality Assurance, Statistical Reporting
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Recognizing Others, Leadership Development, Leadership, Growth Mindedness, Initiative and Leadership, Team Leadership, Personal Development, Team Motivation, Fundraising, Leadership and Management, Self-Awareness, Motivational Skills, Influencing, Business Leadership, Empowerment, Personal Integrity, Trustworthiness, Visionary, Team Management, Team Oriented
Beginner · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Mitigation, Pollution Prevention, Economics, Policy, and Social Studies, Sustainable Technologies, Oil and Gas, Sustainable Development, Policy Analysis, Environmental Engineering, Environmental Regulations, Environmental Policy, Environmental Science, General Science and Research
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kibana, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Data Presentation, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Role-Based Access Control (RBAC), Qualitative Research
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Preprocessing, Model Evaluation, Fine-tuning, Hugging Face, Data Processing, Data Transformation, Model Training, Feature Engineering, Data Pipelines, Image Analysis, Image Quality, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Machine Learning Methods, Data Architecture, Machine Learning Software, Computer Vision, Digital Signal Processing, Artificial Neural Networks, Machine Learning Algorithms
Intermediate · Course · 3 - 6 Months