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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
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, LLM Application, Prompt Patterns, OpenAI, Large Language Modeling, Artificial Intelligence, ChatGPT, AI Personalization, Development Environment, Tool Calling, Microsoft Azure, Responsible AI, Microsoft Development Tools, Query Languages, User Interface (UI), Prompt Engineering, Application Development, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    73 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    55 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    Duke University

    GenAI Basics - How LLMs Work

    Skills you'll gain: Large Language Modeling, Generative AI, Machine Learning, Supervised Learning, Artificial Intelligence, Data Science, Data Modeling

    3.8
    Rating, 3.8 out of 5 stars
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    32 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    L

    Lund University

    Working for a sustainable future: concepts and approaches

    Skills you'll gain: Sustainable Development, Systems Thinking, Sustainable Business, Sustainable Technologies, Sustainability Standards, Policy Development, Environmental Policy, Environmental Science, Climate Change Programs, Innovation, Environment and Resource Management, Natural Resource Management, Mathematical Modeling, Governance, Geospatial Information and Technology

    4.7
    Rating, 4.7 out of 5 stars
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    124 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidade Estadual de Campinas

    Processamento Digital de Sinais - Amostragem

    Skills you'll gain: Digital Communications, Image Quality, Electronics Engineering, Electrical Engineering, Systems Design, Telecommunications, Mathematical Modeling, Engineering Analysis, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
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    211 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Culminating Project in Health Informatics

    Skills you'll gain: Health Informatics, Informatics, Health Care, Systems Analysis, Business Systems Analysis, Health Care Administration, Technical Communication, Requirements Analysis, Data Access

    4.8
    Rating, 4.8 out of 5 stars
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    66 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EIT Digital

    Impact from Digital Transformation: Full course

    Skills you'll gain: Digital Transformation, Business Transformation, Corporate Strategy, Business Strategy, Organizational Change, Technology Strategies, Business Technologies, Case Studies, Predictive Modeling, Emerging Technologies, Innovation, Goal Setting

    4.5
    Rating, 4.5 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Capstone Project: Applying Business Analysis Skills

    Skills you'll gain: Risk Mitigation, Business Process Modeling, Stakeholder Analysis, Risk Analysis, Project Scoping, Stakeholder Management, Process Flow Diagrams, Risk Management, Work Breakdown Structure, Stakeholder Engagement, Scope Management, Business Requirements, Presentations, Requirements Elicitation, Business Analysis, Looker (Software), Requirements Analysis, Project Management, Process Optimization, Data Analysis Software

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Advanced Machine Learning Algorithms

    Skills you'll gain: Feature Engineering, Machine Learning Algorithms, Random Forest Algorithm, Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Predictive Modeling, Decision Tree Learning, Performance Tuning, Regression Analysis

    3.6
    Rating, 3.6 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    NIIT

    RESTful Microservices Using Node.js and Express

    Skills you'll gain: Node.JS, API Gateway, MySQL, Restful API, MongoDB, Microservices, API Design, NoSQL, Object-Relational Mapping, Database Design, Relational Databases, Unit Testing, SQL, Databases, Server Side, Application Deployment, Javascript, Application Programming Interface (API), Software Documentation, Data Modeling

    3.7
    Rating, 3.7 out of 5 stars
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    114 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Control of Nonlinear Spacecraft Attitude Motion

    Skills you'll gain: Control Systems, Vibrations, Torque (Physics), Mathematical Modeling, Differential Equations, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Mechanics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    68 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Advanced RAG with Vector Databases and Retrievers

    Skills you'll gain: LLM Application, Application Development, Large Language Modeling, UI Components, Generative AI, Semantic Web, Performance Tuning, Natural Language Processing, Database Software, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University
  • GenAI Basics - How LLMs Work: Duke University
  • Working for a sustainable future: concepts and approaches: Lund University
  • Processamento Digital de Sinais - Amostragem: Universidade Estadual de Campinas
  • Culminating Project in Health Informatics: Johns Hopkins University
  • Impact from Digital Transformation: Full course: EIT Digital
  • Capstone Project: Applying Business Analysis Skills : IBM
  • Advanced Machine Learning Algorithms: Fractal Analytics
  • RESTful Microservices Using Node.js and Express: NIIT

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