• 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


  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Store, Google Cloud Platform, Feature Engineering, Data Modeling, Machine Learning Methods, Data Storage, Data Processing, Applied Machine Learning, Data Management, Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Develop a Java Library Management System with JUnit

    Skills you'll gain: JUnit, Java Programming, Unit Testing, Java, Test Script Development, Program Development, Software Testing, Verification And Validation, Quality Assurance, Software Quality Assurance, Test Case, Systems Development, Software Development, Software Engineering, Application Development, Data Validation, Object Oriented Programming (OOP), Object Oriented Design, User Interface (UI), Data Modeling

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Model Armor: Mengamankan Deployment AI

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Model Deployment, Large Language Modeling, Security Controls, Application Programming Interface (API), Google Cloud Platform, Cloud API, System Configuration

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini Enterprise 소개

    Skills you'll gain: Google Gemini, Gemini, Authentications, Google Cloud Platform, Authorization (Computing), Google Workspace, Agentic Workflows, AI Workflows, Data Access, Generative AI Agents, Cloud Security, Data Sharing, Large Language Modeling, Data Governance, LLM Application, Data Management, Data Integration, Agentic systems, Case Studies, Data Store

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze and Automate Splunk Reporting with Data Models

    Skills you'll gain: Splunk, Interactive Data Visualization, Pivot Tables And Charts, Data Presentation, Dashboard Creation, Dashboard, Data Modeling, Performance Tuning, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Créer des applications d'IA générative sur Google Cloud

    Skills you'll gain: LLM Application, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Large Language Modeling, Prompt Engineering, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    在 Google Cloud 上创建生成式 AI 应用

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Google Gemini, Generative AI, Large Language Modeling, Embeddings, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    BigQuery 머신러닝을 사용한 추론

    Skills you'll gain: Data Analysis, Big Data, Analytics, Model Training, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Machine Learning, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Automate Data Using Splunk Knowledge Objects

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Transformation, Unstructured Data, Anomaly Detection, Data Integration, Event Monitoring, Scalability, Data Modeling, Continuous Monitoring, System Monitoring, Data Visualization

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery로 임베딩, 벡터 검색, RAG 만들기

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI, Gemini, Google Gemini, Large Language Modeling, AI Workflows, Data Pipelines, Google Cloud Platform

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Fundamentals of Tower Defense Game Development

    Skills you'll gain: Program Development, User Interface (UI) Design, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply C Programming by Building an Employee Management App

    Skills you'll gain: Programming Principles, Data Modeling, System Programming, C and C++, Data Integrity, File Management, Application Development, Business Logic, Computational Logic, Data Maintenance

    Beginner · Course · 1 - 4 Weeks

1…353354355…357

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

  • MLOps with Vertex AI: Manage Features - 한국어: Google Cloud
  • Develop a Java Library Management System with JUnit: EDUCBA
  • Model Armor: Mengamankan Deployment AI: Google Cloud
  • Gemini Enterprise 소개: Google Cloud
  • Analyze and Automate Splunk Reporting with Data Models: EDUCBA
  • Créer des applications d'IA générative sur Google Cloud: Google Cloud
  • 在 Google Cloud 上创建生成式 AI 应用: Google Cloud
  • BigQuery 머신러닝을 사용한 추론: Google Cloud
  • Analyze and Automate Data Using Splunk Knowledge Objects: EDUCBA
  • BigQuery로 임베딩, 벡터 검색, RAG 만들기: Google Cloud

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