• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • 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


  • P

    Packt

    Mathematical Foundations and Quantum Mechanics Essentials

    Skills you'll gain: Quantum computing, Probability, Linear Algebra, Probability & Statistics, Mathematics and Mathematical Modeling, Statistics, Applied Mathematics, Computer Science, Algebra, Physics

    ★ 4.4 (76) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Meta

    Database Engineer Capstone

    Skills you'll gain: Stored Procedure, Database Design, Git (Version Control System), Database Development, MySQL Workbench, MySQL, Databases, Database Application, Database Software, Database Management, Data Visualization Software, Version Control, Interactive Data Visualization, SQL, Code Review, Tableau Software, Data Modeling, Django (Web Framework), Project Management, Application Development

    ★ 3.9 (67) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Geneva

    Physique des particules - une introduction

    Skills you'll gain: Physics, Engineering, Scientific, and Technical Instruments, electromagnetics, Physical Science, Laboratory Equipment, Experimentation, Scientific Methods, Systems Of Measurement, Mathematical Modeling

    ★ 4.3 (85) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Foundations of Quantum Mechanics

    Skills you'll gain: Electrical Engineering, Linear Algebra, Physics, Advanced Mathematics, Mathematical Modeling, Differential Equations, Physical Science

    ★ 4.5 (93) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • T

    Technion - Israel Institute of Technology

    New Product Development - develop your own new product

    Skills you'll gain: New Product Development, Budget Management, Risk Management, Resource Allocation, Risk Modeling, Risk Management Framework, Resource Management, Risk Analysis, Project Management, Product Development, Resource Planning, Cost Management, Milestones (Project Management), Project Risk Management, Product Management, Project Planning, Agile Product Development, Business Strategies, Scheduling, Process Development

    ★ 4.4 (143) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    AI Empowerment for Small Businesses

    Skills you'll gain: Generative AI, Data Ethics, AI Enablement, Responsible AI, AI Security, Business Planning, AI Integrations, Artificial Intelligence, Case Studies, Predictive Modeling, Predictive Analytics, Forecasting, Business Ethics, Data Governance, Content Creation, Customer Service

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    ESSEC Business School

    L'entrepreneuriat social: faire son business plan

    Skills you'll gain: Social Impact, Market Opportunities, Business Modeling, Market Research, User Research, Program Evaluation, Business Planning, Entrepreneurship, Sustainable Business, Sustainable Development, Key Performance Indicators (KPIs), Performance Measurement, Stakeholder Engagement, Target Market, Customer Analysis, Stakeholder Analysis, Needs Assessment, Target Audience, Entrepreneurial Finance, Governance

    ★ 4.5 (122) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Light Emitting Diodes and Semiconductor Lasers

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronics, Electronics Engineering, Electrical and Computer Engineering, Hardware Design, Materials science, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Physics

    ★ 3.7 (52) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    The STATA OMNIBUS: Regression and Modelling with STATA

    Skills you'll gain: Stata, STATA (Software), Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Statistical Programming, Statistical Software, Statistical Visualization, Data Manipulation, Logistic Regression, Simulations, Predictive Modeling, Data Transformation, Graphing, Model Evaluation

    ★ 4.5 (6) · Beginner · Course · 3 - 6 Months

  • L

    LearnQuest

    No-Code AI for Business

    Skills you'll gain: Data Ethics, Responsible AI, No-Code Development, AI Integrations, AI Enablement, Regulatory Requirements, Compliance Management, Regulatory Compliance, Business Transformation, Business Process Automation, Business Process, Data Management, Risk Mitigation, Risk Analysis, Return On Investment, Digital Transformation, Business Leadership, Change Management, Data-Driven Decision-Making, Predictive Analytics

    Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • R

    Rice University

    Physics 101 - Rotational Motion and Gravitation

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

    ★ 4.7 (102) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • L

    L&T EduTech

    Planning of Metro Rail Systems

    Skills you'll gain: Construction Engineering, Civil Engineering, Building Services Engineering, Electrical Systems, Public Works, Electric Power Systems, Transportation Operations, Building Information Modeling, Construction Management, Engineering Practices, Traffic Flow Optimization, Structural Engineering, Contract Management, Quality Assurance, Planning, Emerging Technologies, Safety Standards

    ★ 4.6 (20) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
1…150151152…393

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

  • Mathematical Foundations and Quantum Mechanics Essentials: Packt
  • Database Engineer Capstone: Meta
  • Physique des particules - une introduction: University of Geneva
  • Foundations of Quantum Mechanics: University of Colorado Boulder
  • New Product Development - develop your own new product: Technion - Israel Institute of Technology
  • AI Empowerment for Small Businesses: University of Maryland, College Park
  • L'entrepreneuriat social: faire son business plan: ESSEC Business School
  • Light Emitting Diodes and Semiconductor Lasers: University of Colorado Boulder
  • The STATA OMNIBUS: Regression and Modelling with STATA: Packt
  • No-Code AI for Business: LearnQuest

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

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok