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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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    Fractal Analytics

    Unlocking AI and ML : Your Path to Smart Business Solutions

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Data Preprocessing, AI literacy, Business Intelligence, Data Quality, Analytics, Data Analysis, Business Ethics, Business Analytics, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Python Programming, Predictive Modeling, Unsupervised Learning

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Análisis Exploratorio de Datos con Python

    Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Descriptive Statistics, Pandas (Python Package), Data Visualization, Plot (Graphics), Analysis, Histogram, Statistical Analysis, Python Programming, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Training, Model Evaluation, Data Preprocessing, Regression Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Analysis, Plot (Graphics), Machine Learning, Data Visualization, Decision Tree Learning, Predictive Analytics, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    P

    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Model Training, Tensorflow, Network Architecture, Artificial Intelligence, Model Optimization, Machine Learning, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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    Columbia University

    Attaining Higher Education

    Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Goal Setting, Lifelong Learning, Decision Making, Adult Education, Planning, Student Support and Services, Resourcefulness, Research, Ability To Meet Deadlines, Relationship Building, Organizational Skills

    Beginner · Course · 1 - 3 Months

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    Coursera

    Get started with Tweetdeck for Twitter

    Skills you'll gain: Social Media, Social Media Marketing, Market Research, User Research

    Beginner · Guided Project · Less Than 2 Hours

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    The University of Sydney

    محو الأمية المعلوماتية والرقمية لتحقيق النجاح في الجامعة

    Skills you'll gain: Critical Thinking, digital literacy, Information Management, Professionalism, Research, Communication, Document Management, Ethical Standards And Conduct, Digital Communications

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Alfaisal University | KLD

    النمو الاقتصادي | Economic Growth

    Skills you'll gain: Economic Development, Economics, Economics, Policy, and Social Studies, Growth Strategies, Socioeconomics, Public Policies, Policy Development, Financial Policy, Human Development, Policy Analysis, Research, and Development

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    AI、機械学習、ディープラーニングのための TensorFlow 入門

    Skills you'll gain: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Neural Networks, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Model Training, Artificial Intelligence, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    الشبكات العصبونية الالتفافية

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Network Architecture, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    U

    Universidad Nacional Autónoma de México

    Espectroscopía infrarroja: Algoritmo de interpretación

    Skills you'll gain: Analytical Chemistry, Analytical Testing, Chemistry, Data Analysis, Laboratory Testing, Vibrations, Engineering, Scientific, and Technical Instruments, Structural Analysis, Laboratory Research, Verification And Validation, Data Flow Diagrams (DFDs), Laboratory Techniques, Problem Solving, Pivot Tables And Charts, Quality Control, Data Collection, Physics

    Intermediate · Course · 1 - 4 Weeks

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

  • Unlocking AI and ML : Your Path to Smart Business Solutions: Fractal Analytics
  • Análisis Exploratorio de Datos con Python: Coursera
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • Foundations of Deep Learning and Neural Networks: Packt
  • Attaining Higher Education: Columbia University
  • Get started with Tweetdeck for Twitter: Coursera
  • محو الأمية المعلوماتية والرقمية لتحقيق النجاح في الجامعة: The University of Sydney
  • النمو الاقتصادي | Economic Growth: Alfaisal University | KLD
  • AI、機械学習、ディープラーニングのための TensorFlow 入門: DeepLearning.AI
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn

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