• 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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • Status: New
    New
    G

    Google Cloud

    Model Armor: protege las implementaciones de IA

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), LLM Application, Large Language Modeling, Vulnerability Management, Application Security, Secure Coding, Security Controls, Google Cloud Platform, Cloud API, API Testing, Application Programming Interface (API), Application Development, System Configuration, Program Development

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Google Threat Intelligence - 日本語版

    Skills you'll gain: Cyber Threat Intelligence, Threat Management, Cyber Threat Hunting, Threat Detection, Threat Modeling, Endpoint Detection and Response, Cybersecurity, Security Information and Event Management (SIEM), Incident Response, Continuous Monitoring, AI Security, Google Gemini, Digital Forensics, Generative AI, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 简体中文

    Skills you'll gain: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Apache Spark, Large Language Modeling, Database Management, Model Evaluation, Data Ethics, Bayesian Statistics, Data Visualization Software, Cloud Computing, Linear Algebra, Data Literacy, Data Governance, Regression Analysis, Data Modeling, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Dimensionality Reduction, Plot (Graphics), Predictive Analytics, Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Predictive Modeling, Data Modeling, Analytics, Data-Driven Decision-Making, Data Visualization Software, Statistical Visualization, Analytical Skills

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Huddersfield

    MSc Management

    Skills you'll gain: Research Methodologies, Strategic Decision-Making, Negotiation, Intercultural Competence, Stakeholder Management, Organizational Leadership, Research Design, Research, Data Analysis, Self-Motivation, Business Management, Data Collection, Goal Setting, Leadership and Management, Team Leadership, Collaboration, Resilience, Leadership, Organizational Strategy, Business Modeling

    Earn a degree

    Degree · 1 - 4 Years

  • M

    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Cost Control, Data Lakes, Microsoft Azure, Data Architecture, Process Improvement and Optimization, Process Optimization, Performance Tuning, Real Time Data, Data Modeling, Enterprise Architecture, Data Pipelines, Dashboard, SQL, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: Mengamankan Deployment AI

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

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: AI デプロイの保護

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

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Unified Modeling Language, Software Testing, Test Automation, Continuous Integration, Software Architecture, Git (Version Control System), Maintainability, Agile Methodology, System Testing, JavaScript Frameworks, Software Design, Usability, Acceptance Testing, Web Content Accessibility Guidelines, Test Script Development, Angular, Agile Software Development, Application Design, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Decisiones Estratégicas y Analítica de Datos

    Skills you'll gain: Descriptive Analytics, Business Analytics, Database Design, NoSQL, SQL, Data Ethics, Query Languages, Data Mining, Databases, Digital Transformation, Predictive Analytics, Data Analysis, R Programming, Big Data, Data-Driven Decision-Making, Competitive Analysis, Business Strategy, Analytical Skills, Strategic Thinking, Business Strategies

    Credit offered

    Mastertrack · 6 - 12 Months

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Generative AI, Database Management Systems, MySQL, Model Evaluation, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Machine Interfaces, AI Enablement

    Earn a degree

    Degree · 1 - 4 Years

1…276277278…279

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

  • Model Armor: protege las implementaciones de IA: Google Cloud
  • Google Threat Intelligence - 日本語版: Google Cloud
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • Master of Data Science: University of Pittsburgh
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • MSc Management: University of Huddersfield
  • Advanced Analytics & AI Optimization with Microsoft Fabric: Microsoft
  • Model Armor: Mengamankan Deployment AI: Google Cloud
  • Model Armor: AI デプロイの保護: Google Cloud
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok