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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


  • C

    Coursera

    Spreadsheets for Beginners using Google Sheets

    Skills you'll gain: Spreadsheet Software, Google Sheets, Microsoft Excel, Data Visualization, Excel Formulas, Data Presentation, Data Entry, Data Analysis, Data Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Meta

    Django Web Framework

    Skills you'll gain: Django (Web Framework), Web Development, Web Servers, Web Applications, Data Modeling, Back-End Web Development, MySQL, Application Security, Database Development, Model View Controller, Object-Relational Mapping, Application Frameworks, Database Management, Hypertext Markup Language (HTML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    648 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Classification Algorithms, Data Preprocessing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Software Engineering: Software Design and Project Management

    Skills you'll gain: Software Design Patterns, Software Architecture, Software Development Life Cycle, Software Design, Process Driven Development, Software Engineering, Quality Assurance, Systems Development, Systems Analysis, Object Oriented Design, Systems Design, Project Management, Project Planning, Unified Modeling Language

    4.6
    Rating, 4.6 out of 5 stars
    ·
    190 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Customer-Centric IT Strategy

    Skills you'll gain: Technology Strategies, Information Technology, Business Analysis, Business Strategy, Design Thinking, Process Design, AI Enablement, Cybersecurity, Business Modeling, Agile Methodology, Project Portfolio Management, Cost Benefit Analysis, Technical Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    673 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    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
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Browser-based Models with TensorFlow.js

    Skills you'll gain: Image Analysis, Tensorflow, Transfer Learning, Convolutional Neural Networks, Computer Vision, JSON, Model Deployment, Applied Machine Learning, Javascript, Artificial Neural Networks, Data Processing, Real Time Data, Web Applications, Machine Learning, Data Transformation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Python Scripting for DevOps

    Skills you'll gain: Containerization, File I/O, Package and Software Management, Unified Modeling Language, Matplotlib, Software Testing, Docker (Software), Development Environment, Unit Testing, Test Automation, Continuous Integration, Data Manipulation, Pandas (Python Package), Scripting, Data Modeling, DevOps, Programming Principles, Python Programming, Data Structures, Computer Programming

    4
    Rating, 4 out of 5 stars
    ·
    208 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Aprende a programar con Python

    Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Computer Programming, Programming Principles, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Pontificia Universidad Católica de Chile

    Evaluación de Proyectos de Inversión

    Skills you'll gain: Financial Analysis, Capital Budgeting, Project Finance, Return On Investment, Financial Modeling, Investment Management, Cash Flows, Project Risk Management, Feasibility Studies, Risk Analysis, Corporate Strategy, Business Strategy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    569 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    真格—北大在线创业课堂

    Skills you'll gain: Business Planning, Team Building, Business Modeling, Entrepreneurship, Marketing, Entrepreneurial Finance, Fundraising and Crowdsourcing, Marketing Strategies, Business Writing, Business Development, Business Valuation, Proposal Development, Business Strategy, Commercial Laws, Innovation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    180 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Spreadsheets for Beginners using Google Sheets: Coursera
  • Django Web Framework : Meta
  • Introduction to Machine Learning in Sports Analytics: University of Michigan
  • Software Engineering: Software Design and Project Management: The Hong Kong University of Science and Technology
  • Customer-Centric IT Strategy: University of Virginia
  • The Structured Query Language (SQL): University of Colorado Boulder
  • Browser-based Models with TensorFlow.js: DeepLearning.AI
  • Python Scripting for DevOps: LearnQuest
  • Aprende a programar con Python: Universidad Austral
  • Evaluación de Proyectos de Inversión: Pontificia Universidad Católica de Chile

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