• 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


  • P

    Packt

    Foundations and Enterprise Applications of LLM

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Fine-tuning, Prompt Patterns, Model Deployment, Model Training, Generative Model Architectures, Model Optimization, Natural Language Processing, Enterprise Architecture, Machine Learning, Software Design Patterns, Cloud API, API Design

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze & Evaluate Banking Risks: ALM, Credit & FX

    Skills you'll gain: Bank Regulations, Operational Risk, Credit Risk, Banking, Commercial Banking, Regulatory Compliance, Risk Modeling, Risk Control, Compliance Management, Risk Management Framework, Internal Controls, Risk Management, Financial Services, Portfolio Risk, Governance Risk Management and Compliance, Lending and Underwriting, Risk Analysis, Enterprise Risk Management (ERM), Market Liquidity, Cash Management

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    Edureka

    GA4 Implementation with Google Tag Manager

    Skills you'll gain: Customer Analysis, Web Analytics, Marketing Analytics, Web Analytics and SEO, Campaign Management, Digital Marketing Campaigns, Digital Marketing, Business Analytics, Campaign Planning, Digital Marketing Tools, Performance Analysis, User Research, Marketing Strategies, Data Analysis, Analysis, Digital Brand Strategy, Market Analysis, Marketing Planning, Marketing Strategy and Techniques, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Finance for Technical Managers

    Skills you'll gain: Sustainability Reporting, Financial Statements, Financial Analysis, Budget Management, Financial Statement Analysis, Cost Estimation, Environmental Social And Corporate Governance (ESG), Capital Budgeting, Budgeting, Project Risk Management, Cost Benefit Analysis, Operating Budget, Risk Analysis, Risk Mitigation, Engineering Management, Cost Management, Financial Modeling, Risk Management, Finance, Estimation

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    377 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    Edureka

    Generative AI Models and GPU Systems

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Autoencoders, Model Deployment, Deep Learning, Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Artificial Neural Networks, Model Training, Convolutional Neural Networks, Performance Tuning, Artificial Intelligence, Scalability, Python Programming, Machine Learning, Memory Management, Image Quality, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced ROS 2: Aerial Robotics, AI & Deployment

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), CI/CD, Robotics, LLM Application, Continuous Integration, Artificial Intelligence, Large Language Modeling, Agentic Workflows, Continuous Deployment, Agentic systems, Deep Learning, Machine Learning Methods, Python Programming, Software Visualization, Application Deployment, Test Automation, Visualization (Computer Graphics), Debugging, C (Programming Language)

    Advanced · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Development of Secure Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Embedded Software, Embedded Systems, Internet Of Things, Cryptography, Security Requirements Analysis, Network Architecture, Network Security, Operating Systems, Software Systems, System Programming, Cybersecurity, Real Time Data, Web Services, Encryption, Network Protocols, Public Key Cryptography Standards (PKCS), Computer Networking, Threat Modeling, Systems Design

    4.3
    Rating, 4.3 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Semiconductor Devices

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Systems, Electronic Components, Materials science, Electrical and Computer Engineering, Electronics Engineering, Electronics, Physics, Mathematical Modeling, Applied Mathematics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    621 reviews

    Advanced · Specialization · 1 - 3 Months

  • U

    University of Michigan

    PostgreSQL for Everybody

    Skills you'll gain: Stored Procedure, NoSQL, Database Design, Database Architecture and Administration, SQL, Database Systems, Relational Databases, Cloud Applications, Database Theory, PostgreSQL, Database Management Systems, Data Store, Databases, Database Development, Data Modeling, JSON, Database Management, Text Mining, Query Languages, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Pragmatic AI Labs

    MySQL From Zero

    Skills you'll gain: MySQL, MySQL Workbench, Rust (Programming Language), Data Pipelines, SQL, Relational Databases, Database Management, Database Systems, Query Languages, Data Maintenance, Database Software, Database Management Systems, Database Architecture and Administration, Data Engineering, Bash (Scripting Language), Data Import/Export, Data Architecture, Data Modeling, Docker (Software), Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • C

    Columbia University

    Term-Structure and Credit Derivatives

    Skills you'll gain: Derivatives, Mortgage Loans, Securities (Finance), Credit Risk, Futures Exchange, Financial Modeling, Risk Modeling, Financial Market, Mathematical Modeling, Loans, Applied Mathematics, Excel Formulas, Microsoft Excel, Model Evaluation, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Data Warehouse Fundamentals

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, IBM DB2, Star Schema, PostgreSQL, Snowflake Schema, Data Mart, Data Architecture, Data Modeling, Database Design, Database Systems, Data Lakes, Data Integration, Query Languages, Data Validation, Data Cleansing, SQL, Data Quality

    4.5
    Rating, 4.5 out of 5 stars
    ·
    258 reviews

    Intermediate · Course · 1 - 4 Weeks

1…919293…358

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

  • Foundations and Enterprise Applications of LLM: Packt
  • Analyze & Evaluate Banking Risks: ALM, Credit & FX: EDUCBA
  • GA4 Implementation with Google Tag Manager : Edureka
  • Finance for Technical Managers: University of Colorado Boulder
  • Generative AI Models and GPU Systems: Edureka
  • Advanced ROS 2: Aerial Robotics, AI & Deployment: Packt
  • Development of Secure Embedded Systems: 28DIGITAL
  • Semiconductor Devices: University of Colorado Boulder
  • PostgreSQL for Everybody: University of Michigan
  • MySQL From Zero: Pragmatic AI Labs

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