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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


  • A

    American Psychological Association

    How to Create and Explore a Data Set

    Skills you'll gain: Histogram, Data Analysis, Data Presentation, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Descriptive Statistics, Statistical Software, Statistics, Research, Psychology

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado System

    Linear Kalman Filter Deep Dive (and Target Tracking)

    Skills you'll gain: Markov Model, Estimation, Mathematical Modeling, Correlation Analysis, Matlab, Linear Algebra, Predictive Analytics, Numerical Analysis, Applied Mathematics, Time Series Analysis and Forecasting, Probability Distribution, Statistical Inference, Probability & Statistics

    ★ 5 (7) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Análisis estático lineal y no lineal de estructuras

    Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Analysis, Finite Element Methods, Civil Engineering, Mathematical Modeling, Numerical Analysis, Python Programming, Building Codes, Program Development, Linear Algebra, Simulation and Simulation Software

    Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Model Training, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Bayesian Network, Machine Learning Methods, Ethical Standards And Conduct, Model Evaluation, Bayesian Statistics, Artificial Neural Networks

    ★ 4.5 (11) · Intermediate · Course · 1 - 4 Weeks

  • B

    Ball State University

    Introduction to Data Science

    Skills you'll gain: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), R (Software), Data Science, R Programming, Statistical Methods, General Science and Research, Data Structures, Data Analysis, Statistical Programming, Responsible AI, Information Privacy, Informed Consent, Social Impact, Ethical Standards And Conduct, Algorithms, Big Data

    ★ 4.7 (7) · Beginner · Course · 1 - 3 Months

  • H

    Howard University

    Capstone: Design Thinking for IS in Business

    Skills you'll gain: Design Thinking, Solution Design, Business Solutions, Process Design, Customer Insights, User Centered Design, Cloud-Based Integration, Information Systems, Brainstorming, User Research, Ideation, Persona Development, Business Transformation, Digital Transformation, Cloud Solutions, User Feedback, Product Testing

    ★ 4.8 (13) · Intermediate · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Pesquisa de Mercado com Métodos Qualitativos

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

    Beginner · Course · 1 - 4 Weeks

  • I

    IE Business School

    The "What" of the Marketing Strategy

    Skills you'll gain: Marketing Effectiveness, Marketing Strategies, Marketing, Strategic Marketing, Marketing Management, Marketing Strategy and Techniques, Customer Engagement, Marketing Planning, Consumer Behaviour, Market Research, Market Analysis, Branding, Key Performance Indicators (KPIs), Brand Strategy, Value Propositions, Performance Measurement, Cross-Channel Marketing

    ★ 4.7 (12) · Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Formwork Practices

    Skills you'll gain: Construction, Construction Management, Construction Engineering, Construction Estimating, Cost Estimation, Structural Engineering, Engineering Practices, Building Codes, Assembly Drawing, Structural Analysis, Design Specifications, Technical Drawing, Safety Standards

    Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    Conceptual Planning of Bridges

    Skills you'll gain: Engineering Calculations, Structural Engineering, Structural Analysis, Construction Engineering, Civil Engineering, Engineering Analysis, Engineering Practices, Construction, Conceptual Design, Design Specifications, Finite Element Methods, Design

    ★ 4.7 (20) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    ★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of California, Santa Cruz

    Tutoring and Teaching Math for Understanding

    Skills you'll gain: Instructional Strategies, Student-Centred Learning, Logical Reasoning

    Intermediate · Course · 1 - 3 Months

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

  • How to Create and Explore a Data Set: American Psychological Association
  • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
  • Análisis estático lineal y no lineal de estructuras: Universidad de los Andes
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Introduction to Data Science: Ball State University
  • Capstone: Design Thinking for IS in Business: Howard University
  • Pesquisa de Mercado com Métodos Qualitativos: Fundação Instituto de Administração
  • The "What" of the Marketing Strategy: IE Business School
  • Formwork Practices: L&T EduTech
  • Conceptual Planning of Bridges: L&T EduTech

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