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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: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Active Learning in STEM with PhET Interactive Simulations

    Skills you'll gain: Instructional Strategies, Teaching, Education Software and Technology, Design Reviews, Mathematics Education, Digital pedagogy, Simulations, Simulation and Simulation Software, Prompt Patterns, Curriculum Planning, Diversity Equity and Inclusion Initiatives, Interactive Design, User Feedback, Experimentation, Research, Design Strategies, Display Devices, Physics, Biology, Chemistry

    4.9
    Rating, 4.9 out of 5 stars
    ·
    153 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Data Analytics in the Public Sector with R

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Visualization, Plot (Graphics), Statistical Analysis, Data Presentation, Policy Analysis, Research, and Development, Ggplot2, Program Evaluation, Policy Analysis, Surveys, Data Ethics, R (Software), Data Analysis, Tidyverse (R Package), R Programming, Statistical Methods, Public Policies, Case Studies, Political Sciences

    4.6
    Rating, 4.6 out of 5 stars
    ·
    126 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Pensamiento científico

    Skills you'll gain: Scientific Methods, Science and Research, Creative Thinking, Liberal Arts, Research, Critical Thinking, Critical Thinking and Problem Solving, Creativity, Culture, Social Sciences, Social Studies, Ancient History, Decision Making, Analysis, World History, Social Impact

    4.8
    Rating, 4.8 out of 5 stars
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    2.1K reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    COVID19 Data Analysis Using Python

    Skills you'll gain: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Wrangling, Data Processing, Data Visualization, Plot (Graphics), Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Data Integration, Statistics, Infectious Diseases, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    2K reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    UNSW Sydney (The University of New South Wales)

    Designing the Future of Work

    Skills you'll gain: Design Thinking, Design Strategies, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Human Centered Design, Emerging Technologies, Innovation, Service Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    322 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Design Principles: an Introduction

    Skills you'll gain: Usability, User Interface and User Experience (UI/UX) Design, Graphic and Visual Design, Usability Testing, Web Design, User Interface (UI) Design, Design, Experimentation, Interaction Design, Human Computer Interaction, Prototyping, Design Elements And Principles, Layout Design, Human Centered Design, Web Design and Development, Typography, Design Research, A/B Testing

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Gathering and Developing the News

    Skills you'll gain: Interviewing Skills, Journalism, Research, Ethical Standards And Conduct, Data Collection, Rapport Building, Media and Communications, Community Outreach, Electronic Media, Diversity Awareness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    511 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    W

    West Virginia University

    Wood Science: Beyond Building

    Skills you'll gain: Sustainable Development, Economics, Sustainable Design, Environmental Resource Management, Natural Resource Management, Supply And Demand, Economic Development, Environmental Science, Product Knowledge, Resource Utilization, Materials science, Climate Change Mitigation, Construction, Structural Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    786 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Leadership Through Design Innovation

    Skills you'll gain: Design Thinking, Innovation, Ideation, Human Centered Design, Design Strategies, Organizational Leadership, Brainstorming, Leadership, Storyboarding, User Feedback, Customer Engagement, Creative Thinking, Design Research, Collaboration

    4.2
    Rating, 4.2 out of 5 stars
    ·
    340 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Model Training, Data Visualization, Statistical Modeling, Interactive Data Visualization, Design Thinking, Machine Learning, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    309 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Prompt Engineering Tools, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Generative Model Architectures, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, LLM Application, Recurrent Neural Networks (RNNs)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    62 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Build Better Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Model Evaluation, Responsible AI, Data Ethics, Machine Learning, Image Quality

    4.7
    Rating, 4.7 out of 5 stars
    ·
    685 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Active Learning in STEM with PhET Interactive Simulations: University of Colorado Boulder
  • Data Analytics in the Public Sector with R: University of Michigan
  • Pensamiento científico: Universidad Nacional Autónoma de México
  • COVID19 Data Analysis Using Python: Coursera
  • Designing the Future of Work: UNSW Sydney (The University of New South Wales)
  • Design Principles: an Introduction: University of California San Diego
  • Gathering and Developing the News: Michigan State University
  • Wood Science: Beyond Building: West Virginia University
  • Leadership Through Design Innovation: Northwestern University
  • Python Data Products for Predictive Analytics: University of California San Diego

Other topics to explore

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70 courses
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