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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 Alberta

    Reviews & Metrics for Software Improvements

    Skills you'll gain: Sprint Retrospectives, Scrum (Software Development), Software Technical Review, Agile Project Management, Agile Software Development, Software Quality Assurance, Agile Methodology, User Story, Requirements Analysis, Usability Testing, Constructive Feedback, User Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.7K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Recommendation Engine - Basics

    Skills you'll gain: AI Personalization, Data Science, Predictive Analytics, Python Programming, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    E

    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    The Construction Industry: The Way Forward

    Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Organizational Development, Emerging Technologies, Workforce Management, Digital Transformation, Thought Leadership, Building Information Modeling, Automation, Sustainable Design, Climate Change Adaptation, Augmented and Virtual Reality (AR/VR), Data-Driven Decision-Making, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    395 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Bayesian Statistics: Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, R Programming, Bayesian Statistics, Advanced Analytics, Statistical Modeling, R (Software), Statistical Analysis, Statistical Inference, Data Analysis, Mathematical Modeling, Probability Distribution

    4.2
    Rating, 4.2 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    U

    Universidad Nacional Autónoma de México

    Control automático: La tecnología invisible

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Calculations, Process Control, Automation, Applied Mathematics, User Feedback, Predictive Modeling, Systems Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    357 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    Universidade de São Paulo

    Laboratório de Programação Orientada a Objetos - Parte 1

    Skills you'll gain: Model View Controller, Unified Modeling Language, Object Oriented Programming (OOP), Software Design Patterns, Software Design, Java Programming, Computer Programming, Debugging, Software Architecture, Programming Principles, Other Programming Languages, Prototyping

    4.8
    Rating, 4.8 out of 5 stars
    ·
    186 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Georgia Institute of Technology

    Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion

    Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Vibrations, Engineering, Physics, Calculus, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    746 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Maryland, College Park

    Exploring Quantum Physics

    Skills you'll gain: Physics, Mechanics, Physical Science, Vibrations, Semiconductors, Advanced Mathematics, Mathematical Modeling

    4.2
    Rating, 4.2 out of 5 stars
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    72 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Oracle Database Foundations

    Skills you'll gain: Oracle Databases, Database Design, Database Management Systems, Relational Databases, Databases, Database Architecture and Administration, Data Storage, Transaction Processing, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    468 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Master Class for Corporate Entrepreneurs

    Skills you'll gain: Proposal Development, Innovation, Market Opportunities, Entrepreneurship, Business Modeling, New Business Development, Corporate Strategy, Corporate Finance, New Product Development, Strategic Thinking, Business Strategy, Value Propositions

    4.8
    Rating, 4.8 out of 5 stars
    ·
    125 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Digital Technologies and the Future of Manufacturing

    Skills you'll gain: Internet Of Things, Manufacturing Operations, Case Studies, Manufacturing Processes, Manufacturing and Production, Digital Transformation, Production Planning, Business Transformation, Business Technologies, Technology Strategies, Cloud Computing, Technology Roadmaps, Emerging Technologies, Automation, Strategic Partnership, Operational Efficiency, Business Modeling, System Implementation, Cost Benefit Analysis, Product Lifecycle Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    367 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Reviews & Metrics for Software Improvements: University of Alberta
  • Recommendation Engine - Basics: EDUCBA
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • The Construction Industry: The Way Forward: Columbia University
  • Bayesian Statistics: Time Series Analysis: University of California, Santa Cruz
  • Control automático: La tecnología invisible : Universidad Nacional Autónoma de México
  • Laboratório de Programação Orientada a Objetos - Parte 1: Universidade de São Paulo
  • Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion: Georgia Institute of Technology
  • Exploring Quantum Physics: University of Maryland, College Park
  • Oracle Database Foundations: LearnQuest

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