• 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


  • E

    EDUCBA

    Elasticsearch: Build, Query & Optimize with ELK

    Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Application Programming Interface (API), Scalability, Database Design, Performance Tuning, Text Mining, System Configuration, Geospatial Information and Technology, Document Management

    5
    Rating, 5 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Create a buyer persona diagram for businesses with Creately

    Skills you'll gain: Diagram Design, Persona Development, User Accounts, Target Audience, Customer Analysis, Business Modeling, Graphic Design, Productivity Software, Market Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Data Analytics and Machine Learning for Big Data

    Skills you'll gain: Apache Spark, Large Language Modeling, Applied Machine Learning, Model Training

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Create a Cosmetic Anomaly Detection Model using Visual Inspection AI

    Skills you'll gain: Model Evaluation, Model Training, Anomaly Detection, Model Deployment, Image Analysis, Google Cloud Platform, Data Import/Export, Predictive Modeling, Data Management

    Beginner · Project · Less Than 2 Hours

  • A

    Amazon Web Services

    AWS AI Practitioner Power Hour

    Skills you'll gain: Amazon Bedrock, Responsible AI, Generative Model Architectures, Generative AI, AI Security, Artificial Intelligence, AI literacy, Large Language Modeling, Amazon Web Services, Data Ethics, Retrieval-Augmented Generation, Image Analysis

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam en Español

    Skills you'll gain: Process Driven Development, Data Processing, Systems Design, Statistical Reporting, Data Pipelines, Interactive Data Visualization, Data Infrastructure, Data Quality, Data Presentation, MLOps (Machine Learning Operations), Google Cloud Platform, Applied Machine Learning, Data Modeling, Model Deployment, Data Integrity, Data Management, Model Training, Big Data, Cloud Security

    Advanced · Course · 1 - 3 Months

  • I

    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data Presentation, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Dashboard Creation, Analytics, Statistical Analysis, Dashboard, Data Warehousing, Data Management, Data Security, Data Quality, Data Cleansing, Data Integrity, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Lausanne

    HEALTHY URBAN SYSTEMS

    Skills you'll gain: Health Policy, Public Health and Disease Prevention, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Community Health, Health Assessment, Simulations, Governance, Simulation and Simulation Software, Policy Development, Health Promotion, Mathematical Modeling, Sustainable Development, Social Determinants Of Health, Systems Analysis, Environmental Issue, Data Collection

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Glasgow

    Shaping the Next Innovation Opportunity - SBL 2

    Skills you'll gain: Strategic Leadership, Business Leadership, Leadership Development, Organizational Leadership, Leadership, Leadership and Management, Strategic Thinking, Business Transformation, Strategic Decision-Making, Organizational Change, Innovation, Market Research, Corporate Strategy, Competitive Analysis, Business Strategy, Digital Transformation, Business, Business Management, Business Planning, Growth Strategies

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Security and Auditing in Ethereum

    Skills you'll gain: Secure Coding, Penetration Testing, Security Testing, Application Security, Event Monitoring, Exploit development, Cyber Security Assessment, Payment Systems, Continuous Monitoring, Blockchain, Incident Response, Vulnerability Scanning, Security Architecture Review, Patch Management, Code Review, Incident Management, Application Deployment, Authorization (Computing), Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Power BI Analytics & Dashboards with DAX

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Data Import/Export, Dashboard Creation, Interactive Data Visualization, Microsoft Power Platform, Data Cleansing, Business Intelligence, Data Transformation, Power Platform Architecture & Technical Design, Business Intelligence Software, Data Visualization Software, Data Sharing, Role-Based Access Control (RBAC), Security Strategy

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Google Bard for Beginners: Text Generation with Prompts

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Prompt Patterns, AI powered creativity, LLM Application, Large Language Modeling

    Beginner · Guided Project · Less Than 2 Hours

1…257258259…359

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

  • Elasticsearch: Build, Query & Optimize with ELK: EDUCBA
  • Create a buyer persona diagram for businesses with Creately: Coursera
  • Data Analytics and Machine Learning for Big Data: Microsoft
  • Create a Cosmetic Anomaly Detection Model using Visual Inspection AI: Google Cloud
  • AWS AI Practitioner Power Hour: Amazon Web Services
  • Preparing for the Google Cloud Professional Data Engineer Exam en Español: Google Cloud
  • CompTIA Data+: Infosec
  • HEALTHY URBAN SYSTEMS: University of Lausanne
  • Shaping the Next Innovation Opportunity - SBL 2: University of Glasgow
  • Security and Auditing in Ethereum: EDUCBA

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