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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.


Popular Predictive Modeling Courses and Certifications


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    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Tableau Learning Partner

    Data Ecosystem

    Skills you'll gain: Data Governance, Data Ethics, Data Warehousing, Extract, Transform, Load, Data Quality, Data Management, Tableau Software, Data Lakes, Data Architecture, Data Literacy, Data Storage, Data Modeling, Data Infrastructure, Databases, Business Intelligence, Data Integrity, Spreadsheet Software, Database Management, Relational Databases

    4.7
    Rating, 4.7 out of 5 stars
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    122 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Data Collection, Machine Learning Algorithms, Convolutional Neural Networks, Model Deployment, Transfer Learning, Hugging Face

    4.7
    Rating, 4.7 out of 5 stars
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    18 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Introdução ao Controle Moderno

    Skills you'll gain: Control Systems, Matlab, Engineering Analysis, Simulations, Systems Analysis, System Design and Implementation, Mathematical Modeling, Differential Equations, Linear Algebra, Estimation

    4.8
    Rating, 4.8 out of 5 stars
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    52 reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Factorial and Fractional Factorial Designs

    Skills you'll gain: Experimentation, Statistical Analysis, Statistical Methods, Variance Analysis, Data Analysis, Sample Size Determination, Statistical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Houston

    Value-Based Care: Organizational Competencies

    Skills you'll gain: Value-Based Care, Organizational Change, Care Coordination, Health Care Administration, Business Transformation, Organizational Effectiveness, Organizational Structure, Governance, Health Informatics, Expense Management, Performance Measurement, Financial Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Generative AI: Advancing Systems Analysis & Architecture

    Skills you'll gain: Business Process Modeling, Systems Analysis, AI Workflows, Business Analysis, Generative AI, Stakeholder Communications, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, ChatGPT, Technical Consulting, Software Architecture, Consulting, Systems Thinking, Business Communication

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    Universiteit Leiden

    Population Health: Responsible Data Analysis

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Probability & Statistics, Data Ethics, Data Collection, Exploratory Data Analysis, Statistical Reporting, Logistic Regression, Statistical Modeling, Data Cleansing

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Michigan

    إدارة المواهب

    Skills you'll gain: Performance Appraisal, Talent Management, Recruitment Strategies, Workforce Development, Employee Training, Recruitment, Constructive Feedback, Succession Planning, Human Resource Strategy, Talent Pipelining, Employee Performance Management, Performance Management, Leadership Development, Talent Acquisition, Employee Engagement, Organizational Structure, Branding

    4.9
    Rating, 4.9 out of 5 stars
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    34 reviews

    Mixed · Course · 1 - 4 Weeks

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    LearnQuest

    Oracle SQL Proficiency

    Skills you'll gain: SQL, Oracle Databases, PL/SQL, Database Management, Relational Databases, Database Design, Databases, Data Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    162 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    É

    École Polytechnique Fédérale de Lausanne

    Thermodynamique : applications

    Skills you'll gain: Mechanical Engineering, Chemical Engineering, Thermal Management, Engineering, Chemistry, Physics, Energy and Utilities, Materials science, Engineering Calculations, Electrical Engineering, Applied Mathematics, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    12 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    R

    Rice University

    Physics 101 - Energy and Momentum

    Skills you'll gain: Mechanics, Physics, Mechanical Engineering, Engineering Calculations, Calculus, Engineering Analysis, Physical Science, Mathematical Modeling, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular predictive modeling courses

  • Data Science for Agile Decision-Making: Duke University
  • Data Ecosystem: Tableau Learning Partner
  • Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
  • Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica
  • Factorial and Fractional Factorial Designs: Arizona State University
  • Value-Based Care: Organizational Competencies: University of Houston
  • Generative AI: Advancing Systems Analysis & Architecture: SkillUp
  • Population Health: Responsible Data Analysis: Universiteit Leiden
  • إدارة المواهب : University of Michigan
  • Oracle SQL Proficiency: LearnQuest

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