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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


  • V

    Vanderbilt University

    From Data to Decisions: Making Predictions with AI

    Skills you'll gain: Statistical Methods, Data Literacy, Regression Analysis, Statistical Analysis, Correlation Analysis, Technical Communication, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, AI literacy, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Building Recommender Systems with Machine Learning and AI

    Skills you'll gain: AI Personalization, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Artificial Neural Networks, Applied Machine Learning, Python Programming, Fraud detection, Machine Learning Algorithms, Model Optimization, Model Evaluation

    Intermediate · Course · 3 - 6 Months

  • B

    Banco Interamericano de Desarrollo

    Data for Effective Policy Making

    Skills you'll gain: Data Visualization, Data Literacy, Data Ethics, Data Presentation, Policty Analysis, Research, and Development, Policy Development, Data Visualization Software, Data-Driven Decision-Making, Data Analysis, Data Collection, Public Policies, Data Management, Policy Analysis, Data Quality, Research, Program Evaluation, Research Methodologies, Statistical Analysis, Research Design

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    RStudio for Six Sigma - Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Logistic Regression, Lean Six Sigma, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Test Tools, Statistical Methods, Statistical Software, Regression Analysis, Probability & Statistics, Data Literacy, Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of California San Diego

    Computational Thinking for K-12 Educators: Sequences and Loops

    Skills you'll gain: Program Development, Computational Thinking, Education Software and Technology, Collaborative Software, Digital pedagogy, Programming Principles, Debugging, Computer Programming, Computer Programming Tools, Algorithms, Computer Science, Brainstorming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Supplier Sourcing and RFI/RFQ/RFP Execution

    Skills you'll gain: Request for Proposal, Document Management, Procurement, Strategic Sourcing, Purchasing, Supplier Management, Proposal Development, Proposal Writing, Vendor Management, Bidding, Market Research, Standard Operating Procedure, Data-Driven Decision-Making, Keyword Research, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Modern Natural Language Processing

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Artificial Neural Networks, Encryption, Python Programming, Cryptography, Fine-tuning, Machine Learning Methods, Text Mining, Classification Algorithms, Applied Machine Learning, Probability Distribution, Machine Learning Algorithms, Model Training

    Intermediate · Specialization · 3 - 6 Months

  • U

    UBITS

    Sales mindset y análisis de mercado

    Skills you'll gain: Benchmarking, Sales Strategy, Business Development, Market Research, Sales, Market Opportunities, Change Management, Innovation, Market Analysis, Performance Measurement, Consumer Behaviour, Customer Analysis, Target Market, Business Strategy, Needs Assessment

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Neuronale Netze und Deep Learning

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Model Training, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Curso Completo de Deep Learning

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Model Optimization, Model Training, Artificial Neural Networks

    Intermediate · Guided Project · Less Than 2 Hours

  • L

    Lund University

    Urban Climate Governance: Towards 1.5° Celsius Alignment

    Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Natural Resource Management, Climate Change Adaptation, Sustainable Development, Sustainable Systems, Energy and Utilities, Sustainable Design, Scientific Methods, Sustainable Technologies, Policty Analysis, Research, and Development, Transportation Operations, Environmental Policy, Governance

    5
    Rating, 5 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Recommendation Engine - Basics

    Skills you'll gain: Model Evaluation, Model Training, AI Personalization, Data Science, Machine Learning Software, Predictive Analytics, Data Preprocessing, Python Programming, Machine Learning Methods, Development Environment, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • From Data to Decisions: Making Predictions with AI: Vanderbilt University
  • Building Recommender Systems with Machine Learning and AI: Packt
  • Data for Effective Policy Making: Banco Interamericano de Desarrollo
  • RStudio for Six Sigma - Hypothesis Testing: Coursera
  • Computational Thinking for K-12 Educators: Sequences and Loops: University of California San Diego
  • Supplier Sourcing and RFI/RFQ/RFP Execution: Coursera
  • Modern Natural Language Processing: Packt
  • Sales mindset y análisis de mercado: UBITS
  • Neuronale Netze und Deep Learning: DeepLearning.AI
  • Curso Completo de Deep Learning: Coursera

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