• 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


  • D

    DeepLearning.AI

    Browser-based Models with TensorFlow.js

    Skills you'll gain: Image Analysis, Tensorflow, Transfer Learning, Convolutional Neural Networks, Computer Vision, Fine-tuning, JavaScript Frameworks, JSON, Model Deployment, Browser Compatibility, Javascript, Model Training, Data Processing, Real Time Data, Web Applications, Data Capture, Machine Learning

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

  • I

    ISC2

    ISC2 Systems Security Certified Practitioner (SSCP)

    Skills you'll gain: Authentications, Incident Response, MITRE ATT&CK Framework, Security Controls, Cryptography, Malware Protection, Cryptographic Protocols, Threat Modeling, Endpoint Security, Key Management, Authorization (Computing), Public Key Infrastructure, Security Management, Vulnerability Assessments, Risk Management, Network Security, Application Security, Asset Management, Cloud Security, OSI Models

    ★ 4.7 (303) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Introduction to Generative AI in Finance

    Skills you'll gain: Generative AI, Fraud detection, Generative Model Architectures, AI Personalization, Generative Adversarial Networks (GANs), Regulatory Compliance, AI Product Strategy, Predictive Analytics, Financial Services, Financial Regulations, Personalized Service, Payroll Reporting, Financial Forecasting, Financial Trading, Market Data, Financial Reporting, Prompt Engineering, FinTech, Compliance Management, Artificial Intelligence

    ★ 3.9 (89) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    LangChain Chat with Your Data

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Large Language Modeling, Embeddings, Data Processing, Data Store, Data Access, Vector Databases, Prompt Engineering, Document Management

    ★ 4.8 (677) · Beginner · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Quantum Mechanics

    Skills you'll gain: Mechanics, Engineering Calculations, Mathematical Software, Mechanical Engineering, Numerical Analysis, Chemistry, Physics, Mathematical Modeling, Differential Equations, Physical Science

    ★ 4.5 (746) · Advanced · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Algebra and Differential Calculus for Data Science

    Skills you'll gain: Algebra, Calculus, Applied Mathematics, Graphing, General Mathematics, Data Science, Numerical Analysis, Mathematical Theory & Analysis, Derivatives

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

  • M

    Macquarie University

    Risk governance: Manage the risks

    Skills you'll gain: Risk Management Framework, Governance, Governance Risk Management and Compliance, Risk Management, Enterprise Risk Management (ERM), Risk Analysis, Operational Risk, Business Risk Management, Risk Mitigation, Risk Modeling, Risk Control, Business Ethics, Corporate Strategy, Business Management, Stakeholder Management, International Finance, Corporate Finance, Ethical Standards And Conduct, Accountability, Stakeholder Communications

    ★ 4.7 (389) · Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Effective Programming in Scala

    Skills you'll gain: Scala Programming, Program Development, Data Validation, Object Oriented Programming (OOP), Build Tools, Programming Principles, Object Oriented Design, Algorithms, Software Testing, Enterprise Modeling, Unit Testing, Data Structures, Data Modeling

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

  • I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    ★ 4.4 (131) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Statistical Molecular Thermodynamics

    Skills you'll gain: Physics, Chemistry, Physical Science, Systems Of Measurement, Differential Equations, Vibrations, Mathematical Modeling, Integral Calculus

    ★ 4.9 (368) · Beginner · Course · 1 - 3 Months

  • S

    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Agentic systems, Generative AI Agents, Prompt Patterns, Agentic Workflows, Generative Model Architectures, Multimodal Prompts, AI literacy, LLM Application, ChatGPT, AI Workflows, AI Product Strategy, Large Language Modeling, Model Evaluation, Responsible AI, Decision Making

    ★ 4.8 (106) · Beginner · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Building the Business Model for Corporate Entrepreneurs

    Skills you'll gain: Business Modeling, Customer Analysis, Financial Modeling, Business Strategy, Entrepreneurship, Customer Insights, Value Propositions, New Business Development, Target Market, Persona Development, User Research, Strategic Partnership, Sustainable Business, Customer Relationship Management, Product Development, Resource Management, Marketing Channel, Interviewing Skills

    ★ 4.6 (84) · Beginner · Course · 1 - 4 Weeks

1…102103104…358

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

  • Browser-based Models with TensorFlow.js: DeepLearning.AI
  • ISC2 Systems Security Certified Practitioner (SSCP): ISC2
  • Introduction to Generative AI in Finance: Coursera
  • LangChain Chat with Your Data: DeepLearning.AI
  • Quantum Mechanics: University of Colorado Boulder
  • Algebra and Differential Calculus for Data Science: University of Colorado Boulder
  • Risk governance: Manage the risks: Macquarie University
  • Effective Programming in Scala: École Polytechnique Fédérale de Lausanne
  • Generative AI Advanced Fine-Tuning for LLMs: IBM
  • Statistical Molecular Thermodynamics: University of Minnesota

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