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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


  • Status: Free Trial
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    Tecnológico de Monterrey

    Innovación y emprendimiento

    Skills you'll gain: Innovation, Business Modeling, Design Thinking, Creative Problem-Solving, Entrepreneurship, Ideation, Corporate Strategy, Creative Thinking, Business Strategy, Business Process, Storytelling, Business Strategies, New Business Development, Strategic Planning, Team Management, Open Mindset, Value Propositions, Lean Methodologies, Organizational Development, Organizational Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    410 reviews

    Advanced Ā· Specialization Ā· 3 - 6 Months

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    U

    Multiple educators

    Business Innovation and Digital Disruption

    Skills you'll gain: Storytelling, Data Storytelling, Business Strategy, Design Thinking, Business Strategies, Sustainable Business, Brand Strategy, Business Solutions, Business Planning, Innovation, Presentations, Market Opportunities, Business Modeling, Design and Product, Business Risk Management, Branding, Strategic Thinking, Process Design, Digital Transformation, Persuasive Communication

    4.6
    Rating, 4.6 out of 5 stars
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    56 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

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    University of California, Davis

    GIS Data Formats, Design and Quality

    Skills you'll gain: Spatial Analysis, ArcGIS, Geographic Information Systems, Geospatial Mapping, Data Quality, Data Mapping, Data Modeling, Vector Databases, Data Management, Data Storage, Data Sharing, Data Manipulation, Relational Databases, Query Languages, Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    2.1K reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    U

    University of Cape Town

    Innovative Finance: Hacking finance to change the world

    Skills you'll gain: Design Thinking, Social Impact, Financial Inclusion, Risk Management, Business Modeling, Sustainable Development, Innovation, Performance Measurement, Resource Management, Strategic Partnership, Fundraising, Finance, Due Diligence, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    153 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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    Ɖcole Polytechnique FĆ©dĆ©rale de Lausanne

    Effective Programming in Scala

    Skills you'll gain: Scala Programming, Data Validation, Object Oriented Programming (OOP), Build Tools, Programming Principles, Development Environment, Distributed Computing, Business Logic, Software Testing, Unit Testing, Data Structures, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    177 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Siemens

    Intro to Siemens NX: Engineering Essentials and Part Design

    Skills you'll gain: 3D Modeling, Computer-Aided Design, Mechanical Design, Simulation and Simulation Software, Engineering Drawings, Prototyping, Usability, Engineering Software, Manufacturing Processes, Engineering Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    68 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    C

    Coursera

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    University of Colorado Boulder

    Product Cost and Investment Cash Flow Analysis

    Skills you'll gain: Cost Estimation, Cost Management, Financial Modeling, Investment Management, Risk Management, Finance, Spreadsheet Software, Financial Planning, Financial Analysis, Financial Management, Cost Accounting, Business Mathematics, Return On Investment, Cash Flows, Product Management

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    88 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
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    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, Pivot Tables And Charts, Data Mart, PostgreSQL, Data Transformation

    4.4
    Rating, 4.4 out of 5 stars
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    1.1K reviews

    Mixed Ā· Course Ā· 1 - 3 Months

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    IBM

    Deep Learning with Keras and Tensorflow

    Skills you'll gain: Keras (Neural Network Library), Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Deep Learning, Autoencoders, Tensorflow, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
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    1K reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
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    C

    Corporate Finance Institute

    Accounting Fundamentals

    Skills you'll gain: Income Statement, Financial Statements, Accounting, Balance Sheet, Financial Reporting, Bookkeeping, Financial Modeling, Cash Flows, Financial Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    78 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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    K

    Kennesaw State University

    AI for Everyday Life

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Responsible AI, Gemini, Claude Code, Artificial Intelligence, Communication, Social Skills, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    117 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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

  • Innovación y emprendimiento:Ā Tecnológico de Monterrey
  • Business Innovation and Digital Disruption:Ā Parsons School of Design, The New School
  • GIS Data Formats, Design and Quality:Ā University of California, Davis
  • Innovative Finance: Hacking finance to change the world :Ā University of Cape Town
  • Effective Programming in Scala: École Polytechnique FĆ©dĆ©rale de Lausanne
  • Intro to Siemens NX: Engineering Essentials and Part Design:Ā Siemens
  • Foundations of Machine Learning:Ā Coursera
  • Product Cost and Investment Cash Flow Analysis :Ā University of Colorado Boulder
  • Data Warehouse Concepts, Design, and Data Integration:Ā University of Colorado System
  • Deep Learning with Keras and Tensorflow:Ā IBM

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