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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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    V

    Vanderbilt University

    Understanding the Music Business: What is Music Worth?

    Skills you'll gain: Music, Music Performance, Entrepreneurship, New Business Development, Intellectual Property, Performing Arts, Digital Transformation, Marketing, Innovation, Business Modeling, Revenue Management, Business Ethics, Live Streaming, Media Production

    4.5
    Rating, 4.5 out of 5 stars
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    147 reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    The Structured Query Language (SQL)

    Skills you'll gain: SQL, Database Systems, Database Theory, Database Management, Query Languages, Database Design, Relational Databases, Database Administration, Database Application, Data Access, Data Science, Data Analysis, Data Manipulation, Data Modeling, Data Integrity

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    New York Institute of Finance

    Using Machine Learning in Trading and Finance

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Financial Trading, Data Pipelines, Applied Machine Learning, Technical Analysis, Machine Learning, Securities Trading, Statistical Machine Learning, Market Trend, Financial Market, Deep Learning, Python Programming, Predictive Modeling, Model Evaluation, Time Series Analysis and Forecasting

    3.9
    Rating, 3.9 out of 5 stars
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    375 reviews

    Intermediate · Course · 1 - 3 Months

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    MongoDB Inc.

    Introduction to MongoDB

    Skills you'll gain: MongoDB, Database Management, Databases, NoSQL, Data Modeling, Database Design, Data Integrity, Data Storage, Cloud Deployment, Cloud Platforms, Scalability, Application Development

    4.7
    Rating, 4.7 out of 5 stars
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    106 reviews

    Beginner · Course · 1 - 3 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Systèmes d’Information Géographique - Partie 1

    Skills you'll gain: Geographic Information Systems, Data Modeling, GIS Software, SQL, Database Design, Spatial Data Analysis, Database Management, Query Languages, Relational Databases, Data Capture, Data Manipulation, Data Storage

    4.5
    Rating, 4.5 out of 5 stars
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    285 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Deployment, iOS Development, Android Development, Tensorflow, Swift Programming, Mobile Development, Applied Machine Learning, Embedded Systems, Computer Vision, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    654 reviews

    Intermediate · Course · 1 - 4 Weeks

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    M

    Michigan State University

    Art for Games

    Skills you'll gain: Unity Engine, Animations, 3D Modeling, Storyboarding, Color Theory, Animation and Game Design, 3D Assets, Video Game Development, Adobe Photoshop, Autodesk Maya, Computer Graphics, Game Design, Conceptual Design, Prototyping, Graphic and Visual Design, Computer Graphic Techniques, Design, Data Import/Export, Design Elements And Principles, Design Research

    4.5
    Rating, 4.5 out of 5 stars
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    430 reviews

    Beginner · Specialization · 3 - 6 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 1

    Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases

    3.5
    Rating, 3.5 out of 5 stars
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    98 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Cybersecurity Operations Fundamentals

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Intelligence, Cyber Threat Hunting, Key Management, Data Security, Threat Modeling, Computer Security Incident Management, File Systems, Endpoint Security, Cryptography, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Linux, Malware Protection, Operating System Administration, Vulnerability Assessments, Threat Detection, Cybersecurity, Workflow Management

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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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 · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Peking University

    程序设计与算法

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

    4.8
    Rating, 4.8 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Introduction to Mechanics

    Skills you'll gain: Mechanics, Torque (Physics), Physics, Problem Solving, Mechanical Engineering, Engineering Calculations, Calculus, Engineering Analysis, Physical Science, Mathematical Modeling, Algebra, Applied Mathematics, Geometry, Trigonometry

    4.7
    Rating, 4.7 out of 5 stars
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    294 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Understanding the Music Business: What is Music Worth?: Vanderbilt University
  • The Structured Query Language (SQL): University of Colorado Boulder
  • Using Machine Learning in Trading and Finance: New York Institute of Finance
  • Introduction to MongoDB: MongoDB Inc.
  • Systèmes d’Information Géographique - Partie 1: École Polytechnique Fédérale de Lausanne
  • Device-based Models with TensorFlow Lite: DeepLearning.AI
  • Art for Games: Michigan State University
  • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne
  • Cybersecurity Operations Fundamentals: Cisco Learning and Certifications
  • Foundations of Machine Learning: Coursera

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