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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


  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    SQL for Data Science Capstone Project

    Skills you'll gain: Presentations, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Statistical Analysis, Data Modeling, Performance Metric, Business Analytics, Text Mining, Data Science, Target Audience, Data Manipulation, Proposal Development

    4.2
    Rating, 4.2 out of 5 stars
    ·
    256 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of California, Irvine

    Emergent Phenomena in Science and Everyday Life

    Skills you'll gain: Systems Thinking, Analysis, General Science and Research, Materials science, Simulations, Biology, Mathematical Modeling, Physics, Psychology, Computational Logic, Mechanics, Applied Mathematics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    166 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Principles of fMRI 2

    Skills you'll gain: Magnetic Resonance Imaging, Data Analysis, Analytical Skills, Image Analysis, Statistical Analysis, Advanced Analytics, Network Analysis, Psychology, Time Series Analysis and Forecasting, Matlab, Neurology, Statistical Modeling, Statistical Methods

    4.7
    Rating, 4.7 out of 5 stars
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    249 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    A

    American Museum of Natural History

    Our Earth's Future

    Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Social Sciences, Environmental Issue, Climate Change Adaptation, Socioeconomics, Economics, Policy, and Social Studies, Environment, Scientific Methods, Environmental Science, Physical Science, General Science and Research, Media and Communications, Hydrology, Mathematical Modeling, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    818 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    2

    28DIGITAL

    Innovation & Entrepreneurship - From Basics to Open Innovation

    Skills you'll gain: Entrepreneurship, Market Opportunities, Market Analysis, Innovation, Design Thinking, Go To Market Strategy, Product Strategy, Customer Engagement, Product Development, Strategic Thinking, Business Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    328 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Kennesaw State University

    AI for Everyday Life

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Responsible AI, Gemini, Claude Code, Artificial Intelligence, Communication, Social Skills, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    120 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, Large Language Modeling, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, Technical Management, OpenAI API, Data Ethics, AI Enablement, Trend Analysis, Real Time Data, Business Strategy, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    69 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    É

    École Polytechnique Fédérale de Lausanne

    Analyse numérique pour ingénieurs

    Skills you'll gain: Numerical Analysis, Engineering Analysis, Matlab, Differential Equations, Applied Mathematics, Calculus, Linear Algebra, Mathematical Modeling, Integral Calculus, Algorithms, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    108 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Object-Oriented Programming Concepts

    Skills you'll gain: Unified Modeling Language, Object Oriented Programming (OOP), Object Oriented Design, Test Driven Development (TDD), Software Design Patterns, Software Design, Programming Principles, Computer Programming, Java Programming, Software Development Methodologies, Distributed Computing

    4.5
    Rating, 4.5 out of 5 stars
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    147 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Field BIM

    Skills you'll gain: Building Information Modeling, Construction Management, Construction, Construction Engineering, Autodesk Revit, Commercial Construction, Construction Estimating, Emerging Technologies, Civil and Architectural Engineering, Architectural Engineering, As-Built Drawings, Facility Management, Cloud Computing, Cost Estimation, 3D Modeling, Document Management, Visualization (Computer Graphics), Internet Of Things, Digital Transformation, Coordination

    4.7
    Rating, 4.7 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Battery Pack Balancing and Power Estimation

    Skills you'll gain: Power Electronics, Electrical Power, Electrical Engineering, Estimation, Simulations, Electronic Systems, Matlab, Engineering Calculations, Model Evaluation, Mathematical Modeling, Control Systems, Electronic Components, Applied Mathematics, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    105 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Generative AI Essentials: Overview and Impact

    Skills you'll gain: Generative AI, ChatGPT, Large Language Modeling, Prompt Engineering, Responsible AI, Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Social Impact, Business Economics, Culture, Business Ethics, Law, Regulation, and Compliance, Intellectual Property

    4.7
    Rating, 4.7 out of 5 stars
    ·
    317 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • SQL for Data Science Capstone Project: University of California, Davis
  • Emergent Phenomena in Science and Everyday Life: University of California, Irvine
  • Principles of fMRI 2: Johns Hopkins University
  • Our Earth's Future: American Museum of Natural History
  • Innovation & Entrepreneurship - From Basics to Open Innovation: 28DIGITAL
  • AI for Everyday Life: Kennesaw State University
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • Analyse numérique pour ingénieurs: École Polytechnique Fédérale de Lausanne
  • Object-Oriented Programming Concepts: LearnQuest
  • Field BIM: L&T EduTech

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