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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    NVIDIA

    AI Infrastructure and Operations Fundamentals

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Large Language Modeling, MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Computing, Model Deployment, Cloud Infrastructure, AI Orchestration, Infrastructure Architecture, Data Infrastructure, Devops Tools, IT Infrastructure, Information Technology Operations, Deep Learning, Network Infrastructure, Hardware Architecture, Machine Learning, Data Centers, Computer Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    447 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, LangChain, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Context Management, Software Design Patterns, Software Development, Vector Databases

    4.7
    Rating, 4.7 out of 5 stars
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    153 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Duke University

    Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

    Skills you'll gain: Digital Signal Processing, Image Analysis, Computer Vision, Computer Graphics, Visualization (Computer Graphics), Medical Imaging, Spatial Analysis, Linear Algebra, Matlab, Mathematical Modeling, Histogram

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

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    University of California, Davis

    Creating Dashboards and Storytelling with Tableau

    Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Visualization, Stakeholder Analysis, Tableau Software, Data Visualization Software, Requirements Analysis, Stakeholder Management, Data Cleansing, Storyboarding, Data Manipulation, Data Quality, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematical Theory & Analysis, Data Analysis, Statistical Methods, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    471 reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Colorado System

    Data Warehouse Concepts, Design, and Data Integration

    Skills you'll gain: Data Warehousing, Database Design, Data Integration, Extract, Transform, Load, Data Modeling, Star Schema, Relational Databases, Snowflake Schema, Business Intelligence, SQL, Data Mart, Pivot Tables And Charts, PostgreSQL, Data Transformation

    4.4
    Rating, 4.4 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    California Institute of the Arts

    Plan a Successful Freelancing Business

    Skills you'll gain: Competitive Analysis, Business Planning, Business Strategy, Market Analysis, Market Opportunities, Value Propositions, Peer Review, Entrepreneurship, Business Modeling, Personalized Service, Service Design, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
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    304 reviews

    Beginner · Course · 1 - 3 Months

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    I

    IBM

    Machine Learning Introduction for Everyone

    Skills you'll gain: Model Evaluation, Predictive Modeling, Machine Learning, Supervised Learning, Applied Machine Learning, Data Science, Artificial Intelligence, Deep Learning, Classification Algorithms, Unsupervised Learning, Regression Analysis, Reinforcement Learning

    4.6
    Rating, 4.6 out of 5 stars
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    300 reviews

    Beginner · Course · 1 - 4 Weeks

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    Yonsei University

    Valuation for Startups Using Discounted Cash Flows Approach

    Skills you'll gain: Cash Flow Forecasting, Business Valuation, Cash Flows, Microsoft Excel, Forecasting, Finance, Financial Modeling, Financial Analysis, Estimation

    4.3
    Rating, 4.3 out of 5 stars
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    336 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    DeepLearning.AI

    Introduction to Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Generative AI, Code Review, Program Development, Software Development Methodologies, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.6
    Rating, 4.6 out of 5 stars
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    594 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDHEC Business School

    Advanced Portfolio Construction and Analysis with Python

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Financial Modeling, Return On Investment, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Risk Analysis, Time Series Analysis and Forecasting

    4.7
    Rating, 4.7 out of 5 stars
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    510 reviews

    Intermediate · Course · 1 - 4 Weeks

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    MathWorks

    Designing and Simulating Physical Models

    Skills you'll gain: Model Based Systems Engineering, Engineering Design Process, Simulation and Simulation Software, Robotics, Mathematical Modeling, Engineering Analysis, Engineering Software, Engineering, Mechanical Engineering, Control Systems

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI Infrastructure and Operations Fundamentals: NVIDIA
  • Building AI Agents and Agentic Workflows: IBM
  • Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital: Duke University
  • Creating Dashboards and Storytelling with Tableau: University of California, Davis
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Data Warehouse Concepts, Design, and Data Integration: University of Colorado System
  • Plan a Successful Freelancing Business : California Institute of the Arts
  • Machine Learning Introduction for Everyone: IBM
  • Valuation for Startups Using Discounted Cash Flows Approach: Yonsei University
  • Introduction to Generative AI for Software Development: DeepLearning.AI

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