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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
    D

    Duke University

    Explainable Machine Learning (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Generative Model Architectures, Model Evaluation, Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Machine Learning, Scientific Visualization, Deep Learning, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Hacking COVID-19 — Course 2: Decoding SARS-CoV-2's Secrets

    Skills you'll gain: Diagnostic Tests, Bioinformatics, Computational Thinking, Model Evaluation, Molecular Biology, Infectious Diseases, Molecular, Cellular, and Microbiology, Medical Science and Research

    4.1
    Rating, 4.1 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Advanced UX Strategies for Product Managers

    Skills you'll gain: UI/UX Strategy, User Experience, User Flows, User Experience Design, Data Storytelling, Journey Mapping, Persona (User Experience), Experience Design, Usability, Design Strategies, User Centered Design, Usability Testing, UI/UX Research, Product Improvement, User Research, Human Centered Design, Design Research, Figma (Design Software), Storytelling, Prioritization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional de Colombia

    Identidad digital: ¿Cómo tener visibilidad académica?

    Skills you'll gain: Web Presence, Research, Personally Identifiable Information, Science and Research, Data Sharing, Identity and Access Management, digital literacy, User Accounts, Ethical Standards And Conduct, Higher Education, Information Privacy, Content Management

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Highway Geometry and Pavement Design

    Skills you'll gain: Civil Engineering, Construction Engineering, Traffic Flow Optimization, Construction, Design Specifications, Engineering Software, Engineering Design Process, Structural Analysis, Materials science, Engineering Calculations, Engineering Analysis, Laboratory Testing

    3.7
    Rating, 3.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    STARWEAVER

    Launching Your Online Business: Strategies for Success

    Skills you'll gain: Business Planning, Customer Support, Strategic Planning, Business Strategy, Marketing Strategy and Techniques, E-Commerce, Business Modeling, Customer and Client Support, Digital Marketing, Entrepreneurship, New Business Development, Marketing Strategies, Digital Marketing Campaigns, Competitive Analysis, Operations Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Statistical Analysis and Data Modeling in Healthcare

    Skills you'll gain: Statistical Hypothesis Testing, Clinical Research, Clinical Data Management, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Data Literacy, Health Informatics, Regression Analysis, Descriptive Analytics, Predictive Analytics, Machine Learning Software, Supervised Learning, Statistical Analysis, Data Analysis Software, Statistics, Statistical Machine Learning, Decision Tree Learning, Random Forest Algorithm

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply AI Foundations with Python and AWS

    Skills you'll gain: Matplotlib, Artificial Intelligence, Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), NumPy, Pandas (Python Package), AI literacy, Model Evaluation, Machine Learning Methods, AI Workflows, Applied Machine Learning, Data Preprocessing, Deep Learning, Data Presentation, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, Python Programming, AWS CloudFormation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    57 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Engineer Features and Evaluate Models for Production

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Model Training, Model Deployment, Model Optimization, Data Preprocessing, Performance Analysis, Machine Learning Methods, Data Pipelines, Analysis, Data Transformation, Technical Writing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Pesquisa de Mercado com Métodos Qualitativos

    Skills you'll gain: Qualitative Research, Data Collection, Market Research, Analysis, Marketing, Surveys, Research Methodologies, Marketing Management, Focus Group, Research, Research Reports, Presentations, Interviewing Skills

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Embeddings, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Data Analysis in R with RStudio & Tidyverse

    Skills you'll gain: Descriptive Statistics, R (Software), Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling, Statistical Software, Statistical Programming, Data Manipulation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

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

  • Explainable Machine Learning (XAI): Duke University
  • Hacking COVID-19 — Course 2: Decoding SARS-CoV-2's Secrets: University of California San Diego
  • Advanced UX Strategies for Product Managers: Coursera
  • Identidad digital: ¿Cómo tener visibilidad académica?: Universidad Nacional de Colombia
  • Highway Geometry and Pavement Design: L&T EduTech
  • Launching Your Online Business: Strategies for Success: STARWEAVER
  • Statistical Analysis and Data Modeling in Healthcare: SkillUp
  • Apply AI Foundations with Python and AWS: EDUCBA
  • Engineer Features and Evaluate Models for Production: Coursera
  • Pesquisa de Mercado com Métodos Qualitativos: Fundação Instituto de Administração

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