• 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


  • U

    University of Leeds

    Statistical Methods

    Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Statistical Software, R (Software), Probability & Statistics, Data Collection, Statistics, Data Literacy, Statistical Inference, R Programming, Statistical Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Statistical Reporting, Data Visualization Software

    ★ 4.8 (10) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Design a Business Model Canvas with Miro

    Skills you'll gain: Business Modeling, Presentations, Diagram Design, Business Planning, Data Visualization, Entrepreneurship, Value Propositions, Brainstorming, New Business Development, Collaborative Software

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Database Development, Data Infrastructure, Data Analysis, Google Cloud Platform, Data Architecture, Data Visualization, Security Architecture Review, Data Modeling, Interactive Data Visualization, Machine Learning, Cloud Security, Data Storage Technologies

    ★ 4.7 (14) · Advanced · Course · 1 - 3 Months

  • P

    Packt

    Cyber Secure Coder (CSC-110)

    Skills you'll gain: Secure Coding, Application Security, Open Web Application Security Project (OWASP), Security Engineering, Cyber Attacks, Cybersecurity, Security Requirements Analysis, Security Testing, Threat Modeling, Vulnerability Assessments, Software Design, Encryption, Vulnerability Management, Security Controls, Data Security, Cryptography, Continuous Monitoring, Authentications, Development Testing, System Monitoring

    ★ 5 (6) · Intermediate · Course · 1 - 3 Months

  • S

    Starweaver

    IoT Based System Design: Foundations and Applications

    Skills you'll gain: Networking Hardware, Health Technology, Computer Hardware, Hardware Architecture, Data Security, Automation, Cloud Applications, Continuous Monitoring, AI Integrations, Open Source Technology, Scalability, Predictive Modeling

    ★ 4.1 (8) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Foundation to Multi-Cloud

    Skills you'll gain: Multi-Cloud, Cloud Computing Architecture, Cloud Deployment, Cloud Computing, Cloud Services, Terraform, Kubernetes, Cloud Infrastructure, Application Deployment, Cloud Platforms, Cloud Technologies, Containerization, Cloud Storage, Hybrid Cloud Computing, Microsoft Azure, Infrastructure as Code (IaC), Amazon Web Services, Threat Modeling

    ★ 4.9 (55) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Engineering Foundation for Building Energy Systems

    Skills you'll gain: Building Services Engineering, Architectural Engineering, HVAC, Building Design, Energy and Utilities, Engineering, Thermal Management, Sustainable Engineering, Systems Engineering, Mechanical Engineering, Engineering Calculations, Sustainable Design, Engineering Analysis, Engineering Design Process, Climate Change Mitigation, Mathematical Modeling

    Advanced · Course · 1 - 3 Months

  • M

    MathWorks

    Introduction to MATLAB Copilot

    Skills you'll gain: Generative AI, Code Reusability, LLM Application, Matlab, Software Documentation

    ★ 4.7 (11) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Preprocessing Unstructured Data for LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, Unstructured Data, LLM Application, Large Language Modeling, Data Preprocessing, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Document Management, Vision Transformer (ViT)

    ★ 4.3 (15) · Beginner · Project · Less Than 2 Hours

  • D

    Duke University

    Building Financial Models for Entrepreneurs

    Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Financial Forecasting, Entrepreneurship, Financial Data, Financial Analysis, Finance, Negotiation, Investments, Microsoft Excel, Financial Planning, Gap Analysis

    ★ 5 (13) · Beginner · Course · 1 - 4 Weeks

  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Minnesota

    The Ideation Process

    Skills you'll gain: New Product Development, Solution Design, Process Mapping, Sprint Planning, Process Analysis, Business Analysis, User Research, AI powered creativity, Artificial Intelligence, Business Modeling, Interviewing Skills, Value Propositions, Customer Insights, Prioritization

    Beginner · Course · 1 - 3 Months

1…234235236…358

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

  • Statistical Methods: University of Leeds
  • Design a Business Model Canvas with Miro: Coursera
  • Preparing for the Google Cloud Professional Data Engineer Exam 日本語版: Google Cloud
  • Cyber Secure Coder (CSC-110) : Packt
  • IoT Based System Design: Foundations and Applications : Starweaver
  • Foundation to Multi-Cloud: EDUCBA
  • Engineering Foundation for Building Energy Systems: University of Colorado Boulder
  • Introduction to MATLAB Copilot: MathWorks
  • Preprocessing Unstructured Data for LLM Applications: DeepLearning.AI
  • Building Financial Models for Entrepreneurs: Duke University

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