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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


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    É

    École Polytechnique

    Aléatoire : une introduction aux probabilités - Partie 2

    Skills you'll gain: Probability, Simulations, Advanced Mathematics, Probability & Statistics, Probability Distribution, Statistical Methods, Mathematical Theory & Analysis, Sampling (Statistics), Numerical Analysis, Statistical Inference, Applied Mathematics, Correlation Analysis, Integral Calculus, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

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    É

    École Polytechnique

    Vers l'infiniment petit - Voyages de l'infiniment grand à l'infiniment petit

    Skills you'll gain: Physics, Laboratory Research, Science and Research, Experimentation, Laboratory Techniques, Engineering, Scientific, and Technical Instruments, General Science and Research, Laboratory Equipment, Physical Science, electromagnetics, Research

    4.8
    Rating, 4.8 out of 5 stars
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    102 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    99 reviews

    Advanced · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Wrangling Data in the Tidyverse

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, R Programming, R (Software), Data Processing, Data Preprocessing, Data Analysis, Statistical Programming, Text Mining, Correlation Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    34 reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Colorado System

    Predictive Modeling and Transforming Clinical Practice

    Skills you'll gain: Predictive Modeling, Clinical Data Management, Clinical Informatics, Intensive Care Unit, Risk Modeling, Predictive Analytics, Clinical Practices, Decision Support Systems, Model Training, Health Informatics, Intensive Care Medicine, Model Evaluation, Qualitative Research, Data Analysis, Model Deployment, Electronic Medical Record, Data Collection

    4
    Rating, 4 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Macquarie University

    Excel Regression Models for Business Forecasting

    Skills you'll gain: Forecasting, Regression Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Model Evaluation, Excel Formulas, Microsoft Excel, Statistical Modeling, Business Modeling, Statistical Methods, Correlation Analysis, Statistical Analysis, Data Visualization, Statistical Hypothesis Testing

    4.9
    Rating, 4.9 out of 5 stars
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    112 reviews

    Intermediate · Course · 1 - 3 Months

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    Fundação Instituto de Administração

    Sistemática de Comércio Exterior

    Skills you'll gain: Transportation Operations, Logistics, Logistics Management, Export Control, Shipping and Receiving, Supply Chain Planning, Supply Chain, Entrepreneurship, Global Marketing, Market Opportunities, Market Research, Regulatory Compliance, Tax Compliance, Operational Efficiency, Negotiation

    4.6
    Rating, 4.6 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 4 Weeks

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    I

    Illinois Tech

    Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Generative AI, Convolutional Neural Networks, Transfer Learning, Model Optimization, Image Analysis, Artificial Neural Networks, Generative Model Architectures, Generative Adversarial Networks (GANs), Fine-tuning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Network Architecture, Computer Vision, Network Model, Natural Language Processing, Model Training

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    H

    HubSpot Academy

    Sales Enablement

    Skills you'll gain: Sales Enablement, Prospecting and Qualification, Sales Strategy, Sales Operations, Sales, Sales Process, Customer Success Management, Content Marketing, Target Audience, Customer Retention, Content Strategy, Persona Development, Customer Engagement, Customer Insights, Content Creation, Goal Setting, Meeting Facilitation, Service Level Agreement, Writing, Business Writing

    3.3
    Rating, 3.3 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    G

    Georgia Institute of Technology

    Sound and Sonification Design for Interactive Learning Tools

    Skills you'll gain: Prototyping, Interactive Design, Usability, Music, Interaction Design, Multimedia, Design, Musical Composition, Music Theory, Design Elements And Principles, Usability Testing, Design Research, Conceptual Design, Design Strategies, Human Centered Design, User Research, Ideation, Simulations

    4
    Rating, 4 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 3 Months

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    L

    L&T EduTech

    Pipe Material Specification

    Skills you'll gain: Engineering Drawings, Mechanical Drawings, Structural Analysis, Design Specifications, Mechanical Design, Technical Drawing, Engineering Analysis, Process Flow Diagrams, Manufacturing Standards, Thermal Management, Technical Standard, Engineering Calculations, Vibrations, Simulation and Simulation Software, Materials science

    4.4
    Rating, 4.4 out of 5 stars
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    46 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Data Science Methods for Quality Improvement

    Skills you'll gain: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Science, Statistics, Data Analysis, Statistical Analysis, Statistical Software, Descriptive Statistics, Quality Improvement, Process Engineering

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    54 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
  • Vers l'infiniment petit - Voyages de l'infiniment grand à l'infiniment petit: École Polytechnique
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • Wrangling Data in the Tidyverse: Johns Hopkins University
  • Predictive Modeling and Transforming Clinical Practice: University of Colorado System
  • Excel Regression Models for Business Forecasting: Macquarie University
  • Sistemática de Comércio Exterior: Fundação Instituto de Administração
  • Deep Learning: Illinois Tech
  • Sales Enablement: HubSpot Academy
  • Sound and Sonification Design for Interactive Learning Tools: Georgia Institute of Technology

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