• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Predictive Modeling

    Predictive Modeling Courses Online

    Master predictive modeling for forecasting and decision-making. Learn to build and validate models using statistical techniques and machine learning.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Predictive Modeling Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Regression Analysis

      Skills you'll gain: Regression Analysis, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Exploratory Data Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      9 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Creating a Business Value with Data and Looker 日本語版

      Skills you'll gain: Looker (Software), Dashboard, Data Governance, Digital Transformation, Data Modeling, Pivot Tables And Charts, Real Time Data, Data Strategy, Google Cloud Platform, Dataflow, Data Storage, Data Management, Data Presentation, Cloud Storage, Data Transformation, Data Analysis, Data Visualization Software, Database Design, Performance Tuning, Exploratory Data Analysis

      4.1
      Rating, 4.1 out of 5 stars
      ·
      14 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Spacecraft Relative Motion Kinematics and Kinetics

      Skills you'll gain: Mechanics, Differential Equations, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Engineering Calculations, Simulations, Applied Mathematics, Physics, Calculus

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Advanced · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Modelo de Ecossistema com Insight Maker

      Skills you'll gain: Simulation and Simulation Software, Data Sharing, Mathematical Modeling, Agentic systems, Visualization (Computer Graphics), Environment, Biology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      12 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      W

      Whizlabs

      NVIDIA: LLM Experimentation, Deployment, and Ethical AI

      Skills you'll gain: Data Ethics, Generative AI, Large Language Modeling, Artificial Intelligence, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Tensorflow, Information Privacy, Machine Learning, Natural Language Processing, Deep Learning, Version Control, Personally Identifiable Information, Application Deployment, Performance Tuning, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      E

      EDUCBA

      Developing Secure IoT Applications

      Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Engineering, Data Security, Cloud Services, Infrastructure Security, Time Series Analysis and Forecasting, Application Development, Encryption, Cryptography, Data Analysis, Identity and Access Management, Data Integrity, Information Privacy, Authentications

      4.9
      Rating, 4.9 out of 5 stars
      ·
      19 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      CertNexus

      Train Machine Learning Models

      Skills you'll gain: Jupyter, Unsupervised Learning, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Regression Analysis, Machine Learning, Supervised Learning, Statistical Modeling, Machine Learning Algorithms, Performance Tuning, Performance Metric, Algorithms

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Object-Oriented Analysis and Design: Foundations & Concepts

      Skills you'll gain: Object Oriented Design, Unified Modeling Language, Object Oriented Programming (OOP), Test Driven Development (TDD), JUnit, Java, Unit Testing, Software Testing, Software Engineering, Software Design Patterns, Java Programming, Software Design, Systems Analysis, Conceptual Design

      Build toward a degree

      4.2
      Rating, 4.2 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Advanced Machine Learning and Deep Learning

      Skills you'll gain: Shiny (R Package), Deep Learning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification And Regression Tree (CART), Unsupervised Learning, Application Frameworks, Predictive Modeling, Regression Analysis, Dimensionality Reduction, Network Architecture, Time Series Analysis and Forecasting, Data Processing

      Advanced · Course · 1 - 3 Months

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      GenAI for Data Scientists

      Skills you'll gain: Generative AI, Data Ethics, OpenAI, Prompt Engineering, Data Science, Data-Driven Decision-Making, Applied Machine Learning, Data Modeling, Predictive Modeling, Exploratory Data Analysis, Deep Learning, Analysis, Machine Learning, Machine Learning Methods

      4.6
      Rating, 4.6 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      Improving Accuracy of LLM Applications

      Skills you'll gain: Test Data, Large Language Modeling, Prompt Engineering, Data Quality, Performance Tuning, Generative AI, Query Languages

      4.8
      Rating, 4.8 out of 5 stars
      ·
      8 reviews

      Intermediate · Project · Less Than 2 Hours

    • Status: Preview
      Preview
      U

      University of Michigan

      Работа с базами данных в Python

      Skills you'll gain: SQL, Relational Databases, Database Management, Databases, Database Design, Data Visualization, Object Oriented Programming (OOP), Data Processing, Data Modeling, Data Manipulation, Python Programming, Data Structures, Application Programming Interface (API)

      Mixed · Course · 1 - 3 Months

    Predictive Modeling learners also search

    Predictive Analytics
    Data Modeling
    Statistical Modeling
    Beginner Predictive Analytics
    Predictive Analytics Projects
    Advanced Predictive Analytics
    Advanced R Programming
    Statistics
    1…192193194…253

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

    • Regression Analysis: University of Colorado Boulder
    • Creating a Business Value with Data and Looker 日本語版: Google Cloud
    • Spacecraft Relative Motion Kinematics and Kinetics: University of Colorado Boulder
    • Modelo de Ecossistema com Insight Maker: Coursera Project Network
    • NVIDIA: LLM Experimentation, Deployment, and Ethical AI: Whizlabs
    • Developing Secure IoT Applications: EDUCBA
    • Train Machine Learning Models: CertNexus
    • Object-Oriented Analysis and Design: Foundations & Concepts: University of Colorado Boulder
    • Advanced Machine Learning and Deep Learning: Packt
    • GenAI for Data Scientists: Coursera Instructor Network

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Do Not Sell/Share
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok