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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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    C

    Carnegie Mellon University

    Statistical Thermodynamics: Molecules to Machines

    Skills you'll gain: Mechanical Engineering, Chemical Engineering, Engineering, Materials science, Chemistry, Physics, Molecular, Cellular, and Microbiology, Mathematical Modeling, Physical Science, Biology

    3.9
    Rating, 3.9 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

    Skills you'll gain: Fraud detection, Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Applied Machine Learning, Decision Tree Learning, Supervised Learning, Predictive Modeling, Machine Learning

    4
    Rating, 4 out of 5 stars
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    26 reviews

    Intermediate · Project · Less Than 2 Hours

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    U

    University of Washington

    머신 러닝 기초: 사례 연구 접근 방식

    Skills you'll gain: Regression Analysis, Jupyter, Machine Learning Software, Applied Machine Learning, Image Analysis, Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Predictive Analytics, Deep Learning, Supervised Learning, Artificial Intelligence, Computer Vision, Unsupervised Learning, Text Mining, Natural Language Processing

    Mixed · Course · 1 - 3 Months

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    N

    National Taiwan University

    普通物理學-電磁學、光學及近代物理 (General Physics (1))

    Skills you'll gain: Basic Electrical Systems, Physics, Electrical Systems, Electronics, Physical Science, Mechanics, Calculus, Mathematical Modeling, Experimentation, Scientific Methods, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Introduction to Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Principles of Computing (Part 2)

    Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Python Programming, Computer Science, Game Theory, Mathematical Modeling, Software Testing

    4.8
    Rating, 4.8 out of 5 stars
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    365 reviews

    Intermediate · Course · 1 - 4 Weeks

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    P

    Peking University

    软件工程

    Skills you'll gain: Software Testing, Software Engineering, Object Oriented Design, Unified Modeling Language, Software Development Tools, System Requirements, Requirements Analysis, Agile Methodology, Software Development Methodologies, Software Development Life Cycle, Functional Requirement, Software Quality Assurance, Software Development, Systems Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    57 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Illinois Urbana-Champaign

    Alternative Investments as You Age

    Skills you'll gain: Case Studies, Financial Planning, Land Management, Financial Modeling, Equities, Financial Market, Succession Planning, Financial Regulation, Blockchain

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Maryland, College Park

    Customer Value, Acquisition, and Retention

    Skills you'll gain: Customer Retention, Loyalty Programs, Brand Loyalty, Customer Relationship Management, Customer Insights, Marketing Analytics, Customer Acquisition Management, Marketing Effectiveness, Customer Analysis, Marketing Strategies, Return On Investment, Consumer Behaviour, Growth Strategies, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis

    Intermediate · Course · 1 - 3 Months

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    Status: Free Trial
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    S

    Starweaver

    AI Innovation & Product Strategy

    Skills you'll gain: Business Process Modeling, Responsible AI, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Google Gemini, AI Product Strategy, Workflow Management, ChatGPT, Market Opportunities, Scalability, Product Management, Generative AI, Sustainable Development, Data Ethics, Sustainability Reporting, Prompt Engineering, AI Personalization, Automation

    4.5
    Rating, 4.5 out of 5 stars
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    22 reviews

    Intermediate · Specialization · 1 - 4 Weeks

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    T

    Technical University of Denmark (DTU)

    Photovoltaic Systems

    Skills you'll gain: Power Electronics, Electrical Power, Plant Operations and Management, Electric Power Systems, Sustainable Technologies, Energy and Utilities, Semiconductors, Electronics, Electronics Engineering, Environmental Engineering, Electrical Engineering, Materials science, Physics, Engineering Calculations, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    159 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Statistical Thermodynamics: Molecules to Machines: Carnegie Mellon University
  • Fraud Detection on Financial Transactions with Machine Learning on Google Cloud: Google Cloud
  • 머신 러닝 기초: 사례 연구 접근 방식: University of Washington
  • 普通物理學-電磁學、光學及近代物理 (General Physics (1)): National Taiwan University
  • Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
  • Principles of Computing (Part 2): Rice University
  • 软件工程: Peking University
  • Alternative Investments as You Age: University of Illinois Urbana-Champaign
  • Customer Value, Acquisition, and Retention: University of Maryland, College Park
  • Simulation for Digital Transformation: Dartmouth College

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