• 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: Preview
      Preview
      T

      The University of Chicago

      Global Warming II: Create Your Own Models in Python

      Skills you'll gain: Mathematical Modeling, NumPy, Environmental Science, Jupyter, Scientific Visualization, Matplotlib, Simulations, Numerical Analysis, Differential Equations

      4.1
      Rating, 4.1 out of 5 stars
      ·
      55 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SkillUp

      Business Analysis: Process Modeling & Requirements Gathering

      Skills you'll gain: Business Analysis, Business Process Modeling, Process Optimization, Requirements Management, Business Requirements, Process Analysis, Data Modeling, Agile Methodology, Requirements Analysis, Stakeholder Management, Process Improvement, User Story, Gap Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      40 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Introduction to Programming in Swift 5

      Skills you'll gain: Model View Controller, Swift Programming, iOS Development, Data Structures, Object Oriented Programming (OOP), Mobile Development, Programming Principles, Apple Xcode, Computer Programming, Data Modeling

      4.3
      Rating, 4.3 out of 5 stars
      ·
      731 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Icahn School of Medicine at Mount Sinai

      Dynamical Modeling Methods for Systems Biology

      Skills you'll gain: Matlab, Mathematical Modeling, Differential Equations, Computational Logic, Applied Mathematics, Molecular Biology, Simulations, Statistical Modeling, Biochemistry, Biology, Probability, Electrical Systems

      4.7
      Rating, 4.7 out of 5 stars
      ·
      220 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Essential Linear Algebra for Data Science

      Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      176 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universidad de los Andes

      Analítica de Procesos: Optimización desde los Datos

      Skills you'll gain: Process Analysis, Process Improvement, Business Process, Process Optimization, Business Process Modeling, Data Transformation, Performance Analysis, Data Mining, Simulation and Simulation Software, Automation

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      85 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Google Proje Yönetimi

      Skills you'll gain: Backlogs, Project Management Life Cycle, Team Building, Project Closure, Quality Management, Project Planning, Agile Project Management, Team Leadership, Project Scoping, Procurement, Project Documentation, Communication Planning, Agile Methodology, Continuous Improvement Process, Scope Management, Cost Benefit Analysis, Project Management, Sprint Retrospectives, Change Management, Requirements Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      951 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • C

      Coursera Project Network

      Interpretable Machine Learning Applications: Part 4

      Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Analysis, Google Cloud Platform, Decision Tree Learning, Jupyter, Data Processing, Exploratory Data Analysis, Machine Learning, Random Forest Algorithm, Statistical Visualization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      14 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      E

      Erasmus University Rotterdam

      Excel Modeling for Professionals: Best Practices & Pitfalls

      Skills you'll gain: Microsoft Excel, Excel Formulas, Verification And Validation, Financial Modeling, Project Documentation, Business Modeling, Spreadsheet Software, Product Testing, Data Validation, Document Management, Data Integrity, Data Management, Organizational Skills

      4.5
      Rating, 4.5 out of 5 stars
      ·
      35 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      É

      École normale supérieure

      Approximation Algorithms Part I

      Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Computational Thinking, Operations Research, Linear Algebra, Mathematical Modeling, Solution Design, Probability

      4.7
      Rating, 4.7 out of 5 stars
      ·
      554 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Advanced Cybersecurity Concepts and Capstone Project

      Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Threat Management, Cybersecurity, Cyber Security Strategy, Application Security, Threat Detection, Security Strategy, Microsoft Azure, Cloud Security, Internet Of Things, Secure Coding, Network Security, Security Controls, Vulnerability Assessments, Identity and Access Management, Asset Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      80 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Building and Working with Relational Databases

      Skills you'll gain: Database Design, Relational Databases, Database Systems, Database Management, Database Theory, Databases, SQL, Database Development, Database Management Systems, MySQL, Transaction Processing, Database Architecture and Administration, Stored Procedure, Data Modeling, Unified Modeling Language, Data Access, Data Integrity, Query Languages, Java, Application Development

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      63 reviews

      Beginner · Specialization · 3 - 6 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…99100101…252

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

    • Global Warming II: Create Your Own Models in Python: The University of Chicago
    • Business Analysis: Process Modeling & Requirements Gathering: SkillUp
    • Introduction to Programming in Swift 5: LearnQuest
    • Dynamical Modeling Methods for Systems Biology: Icahn School of Medicine at Mount Sinai
    • Essential Linear Algebra for Data Science: University of Colorado Boulder
    • Analítica de Procesos: Optimización desde los Datos: Universidad de los Andes
    • Google Proje Yönetimi: Google
    • Interpretable Machine Learning Applications: Part 4: Coursera Project Network
    • Excel Modeling for Professionals: Best Practices & Pitfalls: Erasmus University Rotterdam
    • Approximation Algorithms Part I: École normale supérieure

    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