• 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


  • 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

  • U

    Universidad de los Andes

    ¿Cómo convertir mi idea en empresa?

    Skills you'll gain: User Feedback, Entrepreneurship, New Product Development, Business Development, Product Improvement, New Business Development, Product Development, Customer Analysis, Ideation, Market Opportunities, Consumer Behaviour, Value Propositions, Needs Assessment, Business Modeling, Verification And Validation, Customer Insights, Product Testing

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

  • U

    University of New Mexico

    Web Application Development: Basic Concepts

    Skills you'll gain: Version Control, Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Web Development, Web Development Tools, Application Development, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, Agile Methodology, User Interface (UI) Design, Model View Controller, Databases, Database Management, Data Modeling, Ruby on Rails

    ★ 4.3 (185) · Mixed · Course · 1 - 3 Months

  • T

    Tecnológico de Monterrey

    Innovación y emprendimiento

    Skills you'll gain: Innovation, Business Modeling, Design Thinking, Creative Problem-Solving, Entrepreneurship, Business Architecture, Corporate Strategy, Creative Thinking, Business Strategy, Business Strategies, Storytelling, New Business Development, Team Management, Creativity, Open Mindset, Value Propositions, Lean Methodologies, Organizational Development, Growth Strategies, Systems Thinking

    ★ 4.7 (429) · Advanced · Specialization · 3 - 6 Months

  • U

    University of California, Davis

    Health Information Literacy for Data Analytics

    Skills you'll gain: Data Governance, Data Quality, Data Integration, Data Dictionary, Data Validation, Health Informatics, Data Maintenance, Data Cleansing, Data Modeling, Extract, Transform, Load, Analytical Skills, Health Systems, Fraud detection, Data Management, Metadata Management, Health Care, Clinical Data Management, Data Mapping, Healthcare Industry Knowledge, Value-Based Care

    ★ 4.5 (312) · Intermediate · Specialization · 3 - 6 Months

  • U

    Utrecht University

    Clinical Epidemiology

    Skills you'll gain: Epidemiology, Clinical Practices, General Medicine, Clinical Research, Medical Science and Research, Diagnostic Tests, Clinical Trials, Public Health, Patient Treatment, Predictive Modeling

    ★ 4.7 (397) · Intermediate · Course · 1 - 3 Months

  • T

    Tecnológico de Monterrey

    1.- El Cálculo - Modelo Lineal

    Skills you'll gain: Arithmetic, Mathematics Education, Mathematical Modeling, Digital pedagogy, General Mathematics, Calculus, Applied Mathematics, Linear Algebra, Mathematical Software, Algebra, Graphing

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

  • F

    Fractal Analytics

    GenAI for Everyone

    Skills you'll gain: Generative AI, ChatGPT, Responsible AI, AI literacy, Social Impact, Data Ethics, AI Personalization, Organizational Effectiveness, LLM Application, Large Language Modeling, Operational Efficiency, Human Centered Design, Ethical Standards And Conduct, Strategic Thinking, Problem Solving, Critical Thinking

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

  • L

    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling

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

  • S

    Starweaver

    Digital Transformation Leader

    Skills you'll gain: Business Process Modeling, Process Modeling, Responsible AI, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Stakeholder Engagement, Organizational Change, Google Gemini, Anthropic Claude, Sustainable Development, Social Impact, Leadership, Generative AI, Robotic Process Automation, Corporate Sustainability, Sustainability Reporting, Strategic Planning

    ★ 4.5 (45) · Intermediate · Specialization · 1 - 4 Weeks

  • P

    Packt

    The Complete Quantum Computing Course for Beginners

    Skills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation

    ★ 4.4 (90) · Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Data Science Capstone

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Model Training, Predictive Modeling, Data Science, Analytical Skills, Data Analysis, Model Optimization, Data Presentation, Data Processing, Data Collection, Data Modeling, Data Cleansing, R Programming, Machine Learning, Natural Language Processing

    ★ 4.5 (1.2K) · Mixed · Course · 1 - 3 Months

1…107108109…359

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

  • ISC2 Systems Security Certified Practitioner (SSCP): ISC2
  • ¿Cómo convertir mi idea en empresa?: Universidad de los Andes
  • Web Application Development: Basic Concepts: University of New Mexico
  • Innovación y emprendimiento: Tecnológico de Monterrey
  • Health Information Literacy for Data Analytics: University of California, Davis
  • Clinical Epidemiology: Utrecht University
  • 1.- El Cálculo - Modelo Lineal: Tecnológico de Monterrey
  • GenAI for Everyone: Fractal Analytics
  • Artificial Intelligence Privacy and Convenience: LearnQuest
  • Digital Transformation Leader: Starweaver

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