• 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


  • A

    AI Business School

    Introduction to AI for sales professionals

    Skills you'll gain: AI literacy, Generative AI, Generative AI Agents, Responsible AI, Sales Enablement, Sales Training, Risk Management, Sales, Artificial Intelligence, Agentic systems, Sales Strategy, Digital Transformation, Risk Mitigation, Innovation, Automation

    ★ 4.5 (18) · Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Open Source Models with Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, Generative AI, Embeddings, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, Image Analysis, User Interface (UI), API Design, Fine-tuning, Computer Vision

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

  • R

    Real Madrid Graduate School Universidad Europea

    AI for Player Performance and Training

    Skills you'll gain: Injury Prevention, Data-Driven Decision-Making, Athletic Training, AI Personalization, Data Management, Artificial Intelligence, Health Technology, AI Integrations, Coaching, Rehabilitation, Real Time Data, Predictive Analytics, Medical Equipment and Technology, Organizational Strategy, Competitive Analysis, Process Optimization, Technology Solutions, Goal Setting, Talent Recruitment, Physical Science

    ★ 4.8 (6) · Beginner · Course · 1 - 4 Weeks

  • E

    ESSEC Business School

    Belles histoires d'entreprises à impact

    Skills you'll gain: Sustainable Design, Social Impact, Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Development, Waste Minimization, Sustainable Systems, Business Ethics, Socioeconomics, Governance, Program Evaluation, Financial Inclusion, Entrepreneurship, Product Lifecycle Management, Investments, Economic Development, Market Opportunities, Business Modeling, Innovation

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

  • G

    Genentech

    Data Science in Health Technology Assessment

    Skills you'll gain: Health Policy, Cost Benefit Analysis, Data-Driven Decision-Making, Risk Modeling, Health Assessment, Analysis, Decision Making, Health Technology, Health Care, Value-Based Care, Cost Estimation, Estimation, Markov Model, Model Evaluation

    ★ 4.3 (25) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Transformación digital: estrategias para mercados disruptivos

    Skills you'll gain: Business Strategies, Business Strategy, Technology Strategies, Business Planning, Organizational Strategy, Digital Transformation, Innovation, Strategic Communication, Emerging Technologies, Business Modeling, Customer Relationship Management, Digital Analysis, Organizational Change, Market Analysis

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

  • U

    University of Colorado Boulder

    Nanophotonics and Detectors

    Skills you'll gain: Electrical Engineering, Semiconductors, Engineering, Scientific, and Technical Instruments, Electrical and Computer Engineering, Electronics, Electronic Components, Materials science, Engineering Calculations, Physics, Mathematical Modeling

    ★ 3.9 (26) · Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Building Statistical Models in R: Linear Regression

    Skills you'll gain: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, Statistical Software, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2, Statistical Programming

    ★ 4.7 (20) · Beginner · Guided Project · Less Than 2 Hours

  • F

    Fundação Instituto de Administração

    Fundamentals of Management and Organizations

    Skills you'll gain: Process Mapping, Process Analysis, Process Improvement, Business Modeling, Business Process Improvement, Business Process, Organizational Structure, Project Design, Project Management, Operational Analysis, Operations Management, Business Strategy, Organizational Strategy, Leadership and Management, Innovation, Value Propositions

    Mixed · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Functions, Tools and Agents with LangChain

    Skills you'll gain: LangChain, LLM Application, Tool Calling, ChatGPT, Large Language Modeling, Generative AI Agents, Application Development, Python Programming

    ★ 4.7 (120) · Intermediate · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Spacecraft Dynamics Capstone: Mars Mission

    Skills you'll gain: Control Systems, Simulation and Simulation Software, Numerical Analysis, Simulations, Engineering Analysis, Torque (Physics), Mathematical Modeling, Applied Mathematics

    ★ 4.6 (51) · Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Machine Learning with PySpark: Customer Churn Analysis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Model Training, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Data-Driven Decision-Making, AI Enablement, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Machine Learning

    ★ 4.7 (26) · Intermediate · Guided Project · Less Than 2 Hours

1…179180181…358

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

  • Introduction to AI for sales professionals: AI Business School
  • Open Source Models with Hugging Face: DeepLearning.AI
  • AI for Player Performance and Training: Real Madrid Graduate School Universidad Europea
  • Belles histoires d'entreprises à impact: ESSEC Business School
  • Data Science in Health Technology Assessment: Genentech
  • Transformación digital: estrategias para mercados disruptivos: Universidad de Palermo
  • Nanophotonics and Detectors: University of Colorado Boulder
  • Building Statistical Models in R: Linear Regression: Coursera
  • Fundamentals of Management and Organizations: Fundação Instituto de Administração
  • Functions, Tools and Agents with LangChain: DeepLearning.AI

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