• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.
    Graduate level learning within reach.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Predictive Modeling Course Catalog

    • Status: Free Trial
      Free Trial
      C

      Codio

      Getting Started with Generative AI API

      Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, Generative AI, ChatGPT, LLM Application, Image Analysis, Multimodal Prompts, Animations, Tool Calling, Image Quality, File Management, Application Programming Interface (API), Visualization (Computer Graphics), Computer Graphics, Generative AI Agents, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Computer Science

      3.9
      Rating, 3.9 out of 5 stars
      Ā·
      31 reviews

      Beginner Ā· Specialization Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      Universitat Autònoma de Barcelona

      Arte 3D y animación en videojuegos

      Skills you'll gain: 3D Modeling, Video Game Development, 3D Assets, Unity Engine, Game Design, User Interface (UI) Design, Visualization (Computer Graphics), Animations, User Interface and User Experience (UI/UX) Design, Computer Graphics, Music, Aesthetics

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      225 reviews

      Mixed Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Gemini for Data Scientists and Analysts

      Skills you'll gain: Google Gemini, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Machine Learning Methods, Predictive Analytics, Forecasting, SQL

      4
      Rating, 4 out of 5 stars
      Ā·
      8 reviews

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Physics 101 - Rotational Motion and Gravitation

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

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      79 reviews

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      AI Agents in LangGraph

      Skills you'll gain: LangGraph, LangChain, LLM Application, Generative AI Agents, OpenAI, Large Language Modeling, Prompt Engineering

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      202 reviews

      Intermediate Ā· Project Ā· Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Packt

      PyTorch Ultimate 2024 - From Basics to Cutting-Edge

      Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Deep Learning, Generative AI, Artificial Neural Networks, Computer Vision, Machine Learning, Machine Learning Methods, Supervised Learning, Artificial Intelligence, Dimensionality Reduction, Text Mining, Network Model, Unsupervised Learning, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Google Cloud Platform, Data Processing, Software Installation

      4.6
      Rating, 4.6 out of 5 stars
      Ā·
      53 reviews

      Intermediate Ā· Specialization Ā· 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      UniversitĆ  di Napoli Federico II

      Autonomous Aerospace Systems

      Skills you'll gain: Control Systems, Systems Architecture, Simulation and Simulation Software, Global Positioning Systems, Automation, Mechanical Engineering, Computer Vision, Mathematical Modeling, Estimation, Real Time Data, Business Intelligence

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      33 reviews

      Beginner Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Control of Nonlinear Spacecraft Attitude Motion

      Skills you'll gain: Control Systems, Vibrations, Torque (Physics), Mathematical Modeling, Differential Equations, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Mechanics

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      68 reviews

      Advanced Ā· Course Ā· 1 - 4 Weeks

    • Status: Preview
      Preview
      K

      Korea Advanced Institute of Science and Technology(KAIST)

      Math for AI beginner part 1 Linear Algebra

      Skills you'll gain: Linear Algebra, Artificial Intelligence, Applied Mathematics, Deep Learning, Machine Learning, Supervised Learning, Mathematical Modeling

      4.4
      Rating, 4.4 out of 5 stars
      Ā·
      31 reviews

      Beginner Ā· Course Ā· 1 - 3 Months

    • C

      Coursera Project Network

      Predict Ad Clicks Using Logistic Regression and XG-Boost

      Skills you'll gain: Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Customer Analysis, Data Presentation, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Online Advertising, Data Cleansing, Data Manipulation, Advertising, Classification And Regression Tree (CART), Digital Advertising, Machine Learning Methods, Performance Analysis, Machine Learning, Python Programming, Deep Learning

      4.6
      Rating, 4.6 out of 5 stars
      Ā·
      10 reviews

      Beginner Ā· Guided Project Ā· Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      S

      SkillUp

      Enterprise Data Integration, Governance and Architecture

      Skills you'll gain: Data Security, Data Migration, Data Governance, Extract, Transform, Load, Cloud Storage, Data Management, Data Integration, Data Architecture, Enterprise Architecture, Data Storage, Data Modeling, Data Quality, Personally Identifiable Information, Incident Response, Security Controls, Information Privacy, Data Infrastructure, Data Warehousing, Threat Detection, Law, Regulation, and Compliance

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      48 reviews

      Advanced Ā· Specialization Ā· 1 - 3 Months

    • I

      Instituto Tecnológico de AeronÔutica

      Controle Usando a Resposta em FrequĆŖncia

      Skills you'll gain: Control Systems, Process Control, Automation Engineering, Design Specifications, System Design and Implementation, Engineering Analysis, Performance Tuning, Engineering Calculations, Simulation and Simulation Software, Mathematical Modeling

      4.3
      Rating, 4.3 out of 5 stars
      Ā·
      162 reviews

      Intermediate Ā· Course Ā· 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…146147148…264

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

    • Getting Started with Generative AI API:Ā Codio
    • Arte 3D y animación en videojuegos:Ā Universitat Autònoma de Barcelona
    • Gemini for Data Scientists and Analysts:Ā Google Cloud
    • Physics 101 - Rotational Motion and Gravitation :Ā Rice University
    • AI Agents in LangGraph:Ā DeepLearning.AI
    • PyTorch Ultimate 2024 - From Basics to Cutting-Edge:Ā Packt
    • Autonomous Aerospace Systems:Ā UniversitĆ  di Napoli Federico II
    • Control of Nonlinear Spacecraft Attitude Motion:Ā University of Colorado Boulder
    • Math for AI beginner part 1 Linear Algebra:Ā Korea Advanced Institute of Science and Technology(KAIST)
    • Predict Ad Clicks Using Logistic Regression and XG-Boost:Ā Coursera Project 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

    Skills

    • Artificial Intelligence (AI)
    • Cybersecurity
    • Data Analytics
    • Digital Marketing
    • English Speaking
    • Generative AI (GenAI)
    • Microsoft Excel
    • Microsoft Power BI
    • Project Management
    • Python

    Certificates & Programs

    • Google Cybersecurity Certificate
    • Google Data Analytics Certificate
    • Google IT Support Certificate
    • Google Project Management Certificate
    • Google UX Design Certificate
    • IBM Data Analyst Certificate
    • IBM Data Science Certificate
    • Machine Learning Certificate
    • Microsoft Power BI Data Analyst Certificate
    • UI / UX Design Certificate

    Industries & Careers

    • Business
    • Computer Science
    • Data Science
    • Education & Teaching
    • Engineering
    • Finance
    • Healthcare
    • Human Resources (HR)
    • Information Technology (IT)
    • Marketing

    Career Resources

    • Career Aptitude Test
    • Examples of Strengths and Weaknesses for Job Interviews
    • High-Income Skills to Learn
    • How Does Cryptocurrency Work?
    • How to Highlight Duplicates in Google Sheets
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Preparing for the PMP Certification
    • Signs You Will Get the Job After an Interview
    • What Is Artificial Intelligence?

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrackĀ® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • Share your Coursera learning story

    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
    Ā© 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok