• 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


  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Analyze Capital Market Expectations for Portfolio Management

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Strategic Decision-Making, Financial Market, Decision Making, Investments, Asset Management, Market Data, Financial Forecasting, Risk Modeling, Capital Markets, Fiscal Management, Economics, Forecasting, Risk Management, Financial Policy, Financial Analysis, Economic Development, Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Introduction to Unreal Engine 5 and Building the Foundations

    Skills you'll gain: Video Game Development, Game Design, Design Elements And Principles, User Interface (UI)

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Build Apps and Fine-Tune LLMs Using the OpenAI API

    Skills you'll gain: OpenAI API, Prompt Engineering, OpenAI, Prompt Patterns, Responsible AI, LLM Application, Multimodal Prompts, ChatGPT, Fine-tuning, Image Analysis, Generative AI, AI literacy, Natural Language Processing, Large Language Modeling, Computer Vision, Application Deployment, Development Environment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Scope AI Projects: Define Success

    Skills you'll gain: Scope Management, Project Scoping, Project Management, Project Controls, Work Breakdown Structure, Requirements Management, Requirements Analysis, Functional Requirement, Stakeholder Communications, Project Planning, Stakeholder Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    Prompt Architecture and NLP on Amazon Bedrock

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Amazon Bedrock, Token Optimization, Prompt Engineering Tools, Rust (Programming Language), Agentic Workflows, AI Workflows, Natural Language Processing, Tool Calling, LLM Application, AI Orchestration, Large Language Modeling, Generative AI, Data Pipelines, Command-Line Interface, Agentic systems, Version Control

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    2

    28DIGITAL

    Performance measures and validation methods

    Skills you'll gain: Model Evaluation, Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Statistical Machine Learning, Model Optimization, Statistical Modeling, Machine Learning Algorithms, Performance Testing, Machine Learning, Data Validation, Statistics, Predictive Modeling, Analysis, Statistical Analysis, Correlation Analysis, Data Analysis, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Packt

    Ace the Salesforce Certified Tableau Data Analyst Exam

    Skills you'll gain: Spatial Data Analysis, Statistical Visualization, Dashboard Creation, Data Wrangling, Salesforce, Data Mapping, Graphing, Advanced Analytics, Data Integration

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Design and Build a Complaints Tracking System with SQL

    Skills you'll gain: Database Design, Case Studies, Relational Databases, System Testing, Database Development, Database Application, Database Management, Microsoft SQL Servers, SQL, Verification And Validation, Customer Complaint Resolution, Business Reporting, Visual Basic (Programming Language), Workflow Management, Issue Tracking, Role-Based Access Control (RBAC), Registration, Requirements Analysis, User Interface (UI), User Interface (UI) Design

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    L

    LearnQuest

    Mitigate AI Risk and Ensure Ethical Operations

    Skills you'll gain: Responsible AI, Operational Risk, Compliance Management, Governance Risk Management and Compliance, Regulatory Compliance, Risk Control, Risk Management Framework, Risk Analysis, Data Ethics, Risk Mitigation, Continuous Monitoring, Risk Management, Risk Modeling, Law, Regulation, and Compliance, Enterprise Risk Management (ERM), MLOps (Machine Learning Operations), Governance, Regulatory Requirements, Auditing, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Estrategia: Gobernanza, Modelos de Negocio y el Futuro

    Skills you'll gain: Data Ethics, Sustainable Business, Business Strategies, Governance, Facility Management, Responsible AI, Revenue Management, Business Modeling, Stakeholder Management, Project Finance, Regulatory Compliance, Data Governance, Hotels and Accommodations, Environmental Social And Corporate Governance (ESG), Commercial Real Estate, Real Estate, AI Enablement, AI Integrations, Data-Driven Decision-Making, Virtual Environment

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Kitbashing and Prop Creation

    Skills you'll gain: 3D Modeling, Computer Graphic Techniques, Model Optimization, Simulations, Aesthetics

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    Starweaver

    GenAI Foundations for Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, Generative AI, AI literacy, Large Language Modeling, AI Enablement, Data Ethics, AI Workflows, Risking, Artificial Intelligence, AI Personalization, AI Integrations, Emerging Technologies, Workflow Management, Decision Making, Business, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

1…355356357…381

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

  • Analyze Capital Market Expectations for Portfolio Management: EDUCBA
  • Introduction to Unreal Engine 5 and Building the Foundations: Packt
  • Build Apps and Fine-Tune LLMs Using the OpenAI API: Packt
  • Scope AI Projects: Define Success: Coursera
  • Prompt Architecture and NLP on Amazon Bedrock: Pragmatic AI Labs
  • Performance measures and validation methods: 28DIGITAL
  • Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
  • Design and Build a Complaints Tracking System with SQL: EDUCBA
  • Mitigate AI Risk and Ensure Ethical Operations: LearnQuest
  • Estrategia: Gobernanza, Modelos de Negocio y el Futuro: Real Madrid Graduate School Universidad Europea

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