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  • Reproducible Research

Reproducible Research Courses

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.

Popular Reproducible Research Courses and Certifications


  • C

    Coursera

    Analyze Data in Azure ML Studio

    Skills you'll gain: Descriptive Statistics, Descriptive Analytics, Jupyter, Microsoft Azure, Statistical Visualization, Plot (Graphics), Model Training, Data Analysis, Statistics, Exploratory Data Analysis, Data Visualization Software, Correlation Analysis, Applied Machine Learning, Machine Learning Methods

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Advanced Multi-Agent AI System

    Skills you'll gain: LangGraph, AI Orchestration, AI Workflows, CrewAI, Agentic Workflows, Model Deployment, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Software Architecture, Application Deployment, Systems Architecture, System Design and Implementation, Communication Systems, Safety and Security, System Monitoring, Scalability, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • A

    American Psychological Association

    Eating-Related Disorders and Disorders of Sleep

    Skills you'll gain: Mental Health Diseases and Disorders, Behavioral Health, Psychiatry, Nutrition and Diet, Mental and Behavioral Health, Mental Health, Clinical Psychology, Psychology, Psychological Evaluations, Psychosocial Assessments, Patient Evaluation, Cultural Diversity, Cognitive Behavioral Therapy, Mental Health Therapies, Health Education, Science and Research, Scientific Methods, Pharmacotherapy, Patient Treatment, Clinical Assessment

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Building and Evaluating Data Agents

    Skills you'll gain: AI Workflows, Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Generative AI, Large Language Modeling

    ★ 3.3 (7) · Intermediate · Project · Less Than 2 Hours

  • U

    Universitat Autònoma de Barcelona

    Eye tracking y el estudio de la percepción visual

    Skills you'll gain: Institutional Review Board (IRB), Research Design, Experimentation, Science and Research, Research Reports, Research, Scientific Methods, Design Research, Usability Testing, Research Methodologies, Sensory Systems Analysis, UI/UX Research, Data Analysis, Report Writing, Data Ethics, User Research, Usability, Data Collection, Display Devices, Informed Consent

    Beginner · Course · 1 - 4 Weeks

  • E

    Eindhoven University of Technology

    Lightcap 1: Fundamentals of light's impact

    Skills you'll gain: Sensory Systems Analysis, Magnetic Resonance Imaging, Medical Imaging, Neurology, Physiology, Psychology, Biology, Mental Health, Cell Biology, Behavioral Health, Anatomy, Research

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Engineer AI Models: Explain, Tune & Experiment

    Skills you'll gain: Feature Engineering, Fraud detection, Jupyter, Program Management, Model Optimization, Responsible AI, Model Evaluation, Project Management, Performance Improvement, AI literacy, Risk Modeling, Performance Metric, Credit Risk, Performance Analysis, Performance Tuning, Machine Learning Methods, Test Planning, Test Engineering, Applied Machine Learning, Research Design

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of London

    Narrative Foundations for Immersive Media and Video Games

    Skills you'll gain: Game Design, Video Game Development, Virtual Reality, Storytelling, Augmented and Virtual Reality (AR/VR), Interactive Design, Experience Design

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Design and Analyze Impactful Market Surveys

    Skills you'll gain: Survey Creation, Surveys, User Feedback, Data Storytelling, Quantitative Research, Data Analysis, Market Research, Statistical Analysis, Storytelling, Statistical Hypothesis Testing, User Centered Design, Business Research, Statistical Methods, Data Collection, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    AI with Python: Apply & Implement ML Models

    Skills you'll gain: Data Preprocessing, Dimensionality Reduction, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Cleansing, Model Evaluation, Jupyter, Python Programming, Machine Learning Methods, Applied Machine Learning, Artificial Neural Networks, Rmarkdown, Data Presentation, Machine Learning, Model Optimization

    ★ 4.6 (13) · Mixed · Course · 1 - 4 Weeks

  • U

    Università Bocconi

    Startup Calling: dall'idea all'impatto

    Skills you'll gain: Go To Market Strategy, Business Modeling, Entrepreneurship, Fundraising, Customer Acquisition Management, Business Architecture, User Research, Sales Strategy, Presentations, Customer Insights, Persona Development, Entrepreneurial Finance, New Product Development, Market Research, Market Opportunities, Customer Analysis, Product Development, Value Propositions, Market Analysis, User Feedback

    ★ 4.8 (6) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Google Analytics: Data-Driven Marketing Mastery with AI

    Skills you'll gain: Google Analytics, Marketing Analytics, Performance Reporting, Looker (Software), Data-Driven Marketing, Web Analytics and SEO, Conversion Funnel Analysis, Dashboard Creation, Digital Analysis, Marketing Strategies, Search Engine Optimization, A/B Testing, Data Storytelling, Analytics, Predictive Analytics, Analysis, Data Visualization, Target Audience, Process Improvement and Optimization, Process Optimization

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular reproducible research courses

  • Analyze Data in Azure ML Studio: Coursera
  • Advanced Multi-Agent AI System: Coursera
  • Eating-Related Disorders and Disorders of Sleep: American Psychological Association
  • Building and Evaluating Data Agents: DeepLearning.AI
  • Eye tracking y el estudio de la percepción visual: Universitat Autònoma de Barcelona
  • Lightcap 1: Fundamentals of light's impact: Eindhoven University of Technology
  • Engineer AI Models: Explain, Tune & Experiment: Coursera
  • Narrative Foundations for Immersive Media and Video Games: University of London
  • Design and Analyze Impactful Market Surveys: Coursera
  • AI with Python: Apply & Implement ML Models: EDUCBA

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