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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 Colorado Boulder

    Everyday Excel, Part 3 (Projects)

    Skills you'll gain: Microsoft Excel, Data Validation, Excel Formulas, Analysis, Mathematical Modeling, Complex Problem Solving, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    293 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Mécanique de Newton

    Skills you'll gain: Differential Equations, Engineering Analysis, Mechanics, Applied Mathematics, Calculus, Linear Algebra, Mathematical Modeling, Physics, Geometry, Vibrations, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    113 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Power System: Generation, Transmission and Protection

    Skills you'll gain: Electrical Power, Electric Power Systems, Electrical Systems, Control Systems, Electrical Substation, Electrical Equipment, Energy and Utilities, Electrical Safety, Plant Operations and Management, High Voltage, Applied Mathematics, Power Electronics, Automation Engineering, Basic Electrical Systems, Electrical Engineering, Low Voltage, Process Control, Mathematical Modeling, Matlab, Three-Phase

    4.5
    Rating, 4.5 out of 5 stars
    ·
    251 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Introduction to Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Retrieval-Augmented Generation, ChatGPT, OpenAI, Large Language Modeling, OpenAI API, Hugging Face, Microsoft Copilot, Responsible AI, Python Programming, Machine Learning, Application Programming Interface (API)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    190 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Portfolio Diversification using Correlation Matrix

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    290 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Introduction to Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, Generative Adversarial Networks (GANs), ChatGPT, Image Analysis, Natural Language Processing, Deep Learning, Probability & Statistics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    134 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Portfolio Optimization using Markowitz Model

    Skills you'll gain: Portfolio Management, Portfolio Risk, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Risk Modeling

    4.4
    Rating, 4.4 out of 5 stars
    ·
    328 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Peking University

    程序设计与算法

    Skills you'll gain: Data Structures, Algorithms, C++ (Programming Language), Graph Theory, C (Programming Language), File I/O, Programming Principles, Computational Thinking, Object Oriented Programming (OOP), Theoretical Computer Science, Computer Programming, Computer Science, Pseudocode, Program Development, Computer Architecture, Web Analytics and SEO, Data Storage, Database Systems, Software Engineering, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Engineering Practices for Building Quality Software

    Skills you'll gain: Software Design Patterns, Software Design, Software Quality Assurance, Software Engineering, Program Development, Application Security, Object Oriented Design, Software Architecture, Software Quality (SQA/SQC), Development Testing, Threat Modeling, Maintainability, Development Environment, Code Review, Application Deployment, Continuous Deployment, Quality Assurance, Security Requirements Analysis, Continuous Delivery, Software Testing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    460 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Performance Analysis, Retrieval-Augmented Generation, Apache Airflow, Workflow Management, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), OpenAI API, Scalability

    4.4
    Rating, 4.4 out of 5 stars
    ·
    274 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    T

    The University of Chicago

    Global Warming II: Create Your Own Models in Python

    Skills you'll gain: Climate Change Programs, Mathematical Modeling, NumPy, Physical Science, Simulation and Simulation Software, Environmental Science, Scientific Visualization, Matplotlib, Simulations, Numerical Analysis, Differential Equations, Mechanics

    4.2
    Rating, 4.2 out of 5 stars
    ·
    57 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Pennsylvania

    Calculus: Single Variable Part 3 - Integration

    Skills you'll gain: Integral Calculus, Calculus, Differential Equations, Engineering Calculations, Advanced Mathematics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    546 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Everyday Excel, Part 3 (Projects): University of Colorado Boulder
  • Mécanique de Newton: École Polytechnique Fédérale de Lausanne
  • Power System: Generation, Transmission and Protection: L&T EduTech
  • Introduction to Generative AI: Duke University
  • Portfolio Diversification using Correlation Matrix: Coursera
  • Introduction to Generative AI: University of Colorado Boulder
  • Portfolio Optimization using Markowitz Model: Coursera
  • 程序设计与算法: Peking University
  • Engineering Practices for Building Quality Software: University of Minnesota
  • Large Language Model Operations (LLMOps): Duke University

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