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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


  • Status: Preview
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    J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Model Optimization, Integral Calculus, Algebra, Machine Learning Algorithms, Dimensionality Reduction

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Toronto

    Knowledge and Skills for Dementia Care: the SSLD Approach

    Skills you'll gain: Gerontology, Long Term Care, Geriatrics, Caregiving, Nursing Homes, Dignity in Care, Home Health Care, Mental and Behavioral Health, Psychosocial Assessments, Behavioral Management, Substance Abuse, Patient-centered Care, Diversity Awareness, Cultural Responsiveness, Informed Consent, Behavior Management, Needs Assessment

    4.6
    Rating, 4.6 out of 5 stars
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    132 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to PhET Simulations for STEM Education

    Skills you'll gain: Instructional Strategies, Education Software and Technology, Mathematics Education, Teaching, Digital pedagogy, Simulations, Diversity Equity and Inclusion Initiatives, Simulation and Simulation Software, Research

    4.9
    Rating, 4.9 out of 5 stars
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    93 reviews

    Beginner · Course · 1 - 3 Months

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    Free Trial
    J

    Johns Hopkins University

    Foundations of Neural Networks

    Skills you'll gain: Responsible AI, Autoencoders, Model Training, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Model Optimization, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Generative Model Architectures, Debugging, Machine Learning Methods, Artificial Intelligence, Image Analysis, Unsupervised Learning

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Intermediate · Specialization · 3 - 6 Months

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    A

    Airbus Beyond

    Understanding Global Supply Chains

    Skills you'll gain: Supply Chain, Supply Chain Planning, Supply Chain Management, Logistics Management, Risk Management, Strategic Planning, Leadership, Stakeholder Engagement, Transportation Operations, Operations, Regulatory Requirements, Inventory Control

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Building Agentic RAG with LlamaIndex

    Skills you'll gain: Agentic Workflows, Tool Calling, Generative AI Agents, Retrieval-Augmented Generation, LLM Application, Agentic systems, Debugging, General Science and Research, Document Management

    4.7
    Rating, 4.7 out of 5 stars
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    94 reviews

    Beginner · Project · Less Than 2 Hours

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    F

    Fudan University

    《新教伦理与资本主义精神》导读

    Skills you'll gain: Culture, Research Methodologies, Social Sciences, Cultural Diversity, Sociology, Qualitative Research, Liberal Arts, Socioeconomics, European History, Economics, World History, Ethical Standards And Conduct, Economic Development, Political Sciences

    4.6
    Rating, 4.6 out of 5 stars
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    132 reviews

    Mixed · Course · 1 - 3 Months

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    E

    Erasmus University Rotterdam

    A Business Approach to Sustainable Landscape Restoration

    Skills you'll gain: Environmental Engineering and Restoration, Land Management, Sustainable Business, Sustainable Development, Natural Resource Management, Business Modeling, Corporate Sustainability, Environment and Resource Management, Environmental Science, Economic Development, Case Studies, Return On Investment, Complex Problem Solving, Cost Benefit Analysis, Stakeholder Engagement, Strategic Partnership

    4.6
    Rating, 4.6 out of 5 stars
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    101 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    N

    National Academy of Sports Medicine

    Nutrition Hot Topics and Controversies

    Skills you'll gain: Nutrition Education, Nutrition and Diet, Food and Beverage, Scientific Methods, Medical Science and Research, Life Sciences

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Introducción a la ciencia de datos aplicada

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Hypothesis Testing, Interactive Data Visualization, Statistical Visualization, Correlation Analysis, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Methods, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Descriptive Statistics, Statistical Inference, Data Modeling, Statistical Modeling, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    456 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Carnegie Mellon University

    Statistical Thermodynamics: Molecules to Machines

    Skills you'll gain: Chemical Engineering, Engineering, Process Engineering, Applied Mathematics, Materials science, Biological Engineering, Chemistry, Biochemistry, Engineering Analysis, Physics, Molecular, Cellular, and Microbiology, Mathematical Modeling, Physical Science, Probability Distribution

    3.9
    Rating, 3.9 out of 5 stars
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    52 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    D

    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, AI powered creativity, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, AI Integrations, AI literacy, Writing and Editing, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Calendar Management, Operational Efficiency, Media Production

    4.7
    Rating, 4.7 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Foundational Mathematics for AI: Johns Hopkins University
  • Knowledge and Skills for Dementia Care: the SSLD Approach: University of Toronto
  • Introduction to PhET Simulations for STEM Education: University of Colorado Boulder
  • Foundations of Neural Networks: Johns Hopkins University
  • Understanding Global Supply Chains: Airbus Beyond
  • Building Agentic RAG with LlamaIndex: DeepLearning.AI
  • 《新教伦理与资本主义精神》导读: Fudan University
  • A Business Approach to Sustainable Landscape Restoration: Erasmus University Rotterdam
  • Nutrition Hot Topics and Controversies: National Academy of Sports Medicine
  • Introducción a la ciencia de datos aplicada: Universidad de los Andes

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