• 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


  • N

    Northeastern University

    Deep Learning for AI Part 1

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Image Analysis, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Deep Learning, Artificial Neural Networks, Autoencoders, Keras (Neural Network Library), Applied Machine Learning, Model Training

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • B

    Board Infinity

    Email Marketing Mastery -From Strategy to AI Automation

    Skills you'll gain: Email Marketing, Email Automation, Content Performance Analysis, Marketing Automation, AI Personalization, Email Security, Dashboard, Personalized Campaigns, Data-Driven Marketing, Performance Analysis, Campaign Management, Marketing Analytics, Driving engagement, Direct Marketing, Performance Reporting, Cross-Channel Marketing, Responsible AI, Copywriting, Customer Analysis, A/B Testing

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Master AI Agents – Build Leads from Scratch

    Skills you'll gain: AI Workflows, Prompt Engineering Tools, Agentic Workflows, Deepseek, Automation, Agentic systems, AI Integrations

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Advanced Asset Creation and Unreal Engine Integration

    Skills you'll gain: Unreal Engine, 3D Modeling, 3D Assets, Virtual Environment, Video Game Development, Data Import/Export, Animations

    Intermediate · Course · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • L

    LearnKartS

    Building Real-World Backend Systems with Node.js

    Skills you'll gain: Node.JS, Authentications, MongoDB, Back-End Web Development, Data Modeling, Redis, Restful API, JSON, Application Programming Interface (API), API Design, Geospatial Information and Technology, Development Environment, Scalability, Data Validation, Debugging

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Pitchbooks and Deal Documentation

    Skills you'll gain: Investment Banking, Presentations, Benchmarking, Financial Statement Analysis, Sales Presentations, Strategic Communication, Organizational Structure, Financial Analysis, Competitive Analysis, Financial Modeling, Financial Statements, Data Integration, Financial Acumen, Market Analysis, Data Storytelling, Strategic Partnership, Data Visualization, Business Research, Mergers & Acquisitions, Corporate Finance

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Project and Stress-Test Financial Plans

    Skills you'll gain: Financial Forecasting, Financial Modeling, Revenue Forecasting, Profit and Loss (P&L) Management, Business Modeling, Contingency Planning, Cost Containment, Cost Control, Market Data, Forecasting, Financial Analysis, Market Trend, Financial Planning, Risk Mitigation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Manage Project Resources, Changes, and Performance

    Skills you'll gain: Earned Value Management, Capacity Planning, Capacity Management, Project Scoping, Change Control, Change Management, Project Controls, Project Risk Management, Dependency Analysis, Resource Planning, Scope Management, Project Performance, Project Management, Report Writing, Agile Methodology, Resource Management, Waterfall Methodology, Performance Metric, Resource Utilization, Business Communication

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Pennsylvania

    사회적 영향을 위한 비즈니스 전략

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Social Impact, Philanthropy, Sustainable Business, Corporate Sustainability, Strategic Leadership, Sustainable Development, Business Leadership, Case Studies, Business Strategies, Return On Investment, Business Modeling, Business Ethics, Organizational Leadership, Investment Management, Investments, Performance Measurement, Program Standards, Stakeholder Engagement

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Data Analytics for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, A/B Testing, Customer Analysis, Anomaly Detection, Dashboard, Dashboard Creation, Time Series Analysis and Forecasting, Regression Analysis, Customer Insights, Extract, Transform, Load, Descriptive Analytics, Data Presentation, Market Analysis, Statistical Methods, Marketing, Marketing Effectiveness, Marketing Strategies, Forecasting, Statistical Modeling

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • G

    Google Cloud

    Generative AI Leader 学習プログラム

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Google Gemini, Responsible AI, AI Security, Generative AI, Gemini, Google Workspace, Generative Model Architectures, Prompt Patterns, Retrieval-Augmented Generation, Google Cloud Platform, Large Language Modeling, AI Product Strategy, Agentic Workflows, AI Enablement, Agentic systems, Cloud Computing, Artificial Intelligence, Collaboration

    Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • N

    National Taiwan University

    商管統計資料分析三 (Analytics for Business and Management (III))

    Skills you'll gain: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Programming, Statistical Analysis, R Programming, Business Analytics, Predictive Modeling, Advanced Analytics, Estimation, Probability & Statistics, Statistical Inference

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
1…314315316…392

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

  • Deep Learning for AI Part 1: Northeastern University
  • Email Marketing Mastery -From Strategy to AI Automation: Board Infinity
  • Master AI Agents – Build Leads from Scratch: Packt
  • Advanced Asset Creation and Unreal Engine Integration: Packt
  • Building Real-World Backend Systems with Node.js: LearnKartS
  • Pitchbooks and Deal Documentation: EDUCBA
  • Project and Stress-Test Financial Plans: Coursera
  • Manage Project Resources, Changes, and Performance: Coursera
  • 사회적 영향을 위한 비즈니스 전략: University of Pennsylvania
  • Data Analytics for Marketing: Packt

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