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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: New
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    EDUCBA

    Houdini FX Procedural Modeling and VEX Effects Mastery

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Prototyping, User Interface (UI), Linear Algebra, Programming Principles, Scripting, Simulations, Computational Logic, Graphical Tools, Data Structures

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of Michigan

    Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript

    Skills you'll gain: Data Structures, 3D Modeling, Computational Logic, Visualization (Computer Graphics), Design, Generative Model Architectures, Python Programming, Animations, Computer Programming, Scripting Languages, Automation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    102 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Hands-on with Cisco Modeling Labs 2 (CML2)

    Skills you'll gain: Virtual Networking, VMware ESX Servers, Virtual Local Area Network (VLAN), Network Model, Software Installation, Command-Line Interface, Virtualization, Network Troubleshooting, Computing Platforms, General Networking, System Configuration, User Interface (UI), Simulations, Remote Access Systems, Application Programming Interface (API), System Requirements

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modeling and Control of Single-Phase Rectifiers and Inverters

    Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, Electrical Power, Electrical Engineering, Simulations, Mathematical Modeling

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a Database with the Modeling Tool in MySQL Workbench

    Skills you'll gain: MySQL Workbench, Database Design, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, SQL, Data Modeling, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
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    62 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    The University of Chicago

    Global Warming I: The Science and Modeling of Climate Change

    Skills you'll gain: Climate Change Mitigation, Environment, Climate Change Adaptation, Physical Science, Sustainable Development, Physics, Mathematical Modeling, Thermal Management, Environmental Science, Simulations, Energy and Utilities, Chemistry

    4.6
    Rating, 4.6 out of 5 stars
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    458 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    3D Modeling for 3D Printing and Laser Cutting on Fusion 360

    Skills you'll gain: Visualization (Computer Graphics), 3D Assets, Design Software, Software Installation, Functional Design, Technical Design, User Interface (UI), Data Import/Export

    4.9
    Rating, 4.9 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    The Chinese University of Hong Kong

    离散优化建模基础篇 Basic Modeling for Discrete Optimization

    Skills you'll gain: Applied Mathematics, Operations Research, Mathematical Modeling, Enterprise Modeling, Network Model, Statistical Modeling, Combinatorics, Functional Design, Mathematical Software, Computational Thinking, Graph Theory, Algorithms, Data Structures, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    The Chinese University of Hong Kong

    离散优化建模高阶篇 Advanced Modeling for Discrete Optimization

    Skills you'll gain: Mathematical Modeling, Operations Research, Debugging, Traffic Flow Optimization, Computational Logic, Business Logic, Algorithms, Data Validation

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    Forecast and Validate Your Marketing Traffic

    Skills you'll gain: Statistical Modeling, Data Validation, Media Planning, Variance Analysis, Regression Analysis, Predictive Analytics, Predictive Modeling, Web Analytics, Forecasting, Trend Analysis, Marketing Analytics, Time Series Analysis and Forecasting, Marketing Budgets, Analytics, Data-Driven Decision-Making, Data Quality, Advertising Campaigns

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    J

    Johns Hopkins University

    Business Analytics with Excel: Elementary to Advanced

    Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Microsoft Excel, Business Analytics, Risk Analysis, Business Process Modeling, Business Modeling, Data Modeling, Resource Allocation, Analysis, Statistical Analysis, Mathematical Modeling, Process Optimization, Financial Analysis, Statistical Methods, Predictive Analytics, Transportation Operations, Complex Problem Solving, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
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    4K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Decision Making, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

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

  • Houdini FX Procedural Modeling and VEX Effects Mastery: EDUCBA
  • Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript: University of Michigan
  • Hands-on with Cisco Modeling Labs 2 (CML2): Packt
  • Modeling and Control of Single-Phase Rectifiers and Inverters: University of Colorado Boulder
  • Create a Database with the Modeling Tool in MySQL Workbench: Coursera
  • Global Warming I: The Science and Modeling of Climate Change: The University of Chicago
  • 3D Modeling for 3D Printing and Laser Cutting on Fusion 360: Packt
  • 离散优化建模基础篇 Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • 离散优化建模高阶篇 Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Forecast and Validate Your Marketing Traffic: Coursera

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