• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Predictive Modeling

    Predictive Modeling Courses Online

    Master predictive modeling for forecasting and decision-making. Learn to build and validate models using statistical techniques and machine learning.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Predictive Modeling Course Catalog

    • Status: Free Trial
      Free Trial
      G

      Google

      Foundations of Business Intelligence

      Skills you'll gain: Stakeholder Engagement, Business Intelligence, Stakeholder Communications, Data-Driven Decision-Making, Dashboard, Business Analytics, Real Time Data, Data Integration, Requirements Elicitation, Data Modeling, Data Storytelling, Data Analysis, Key Performance Indicators (KPIs), Business Metrics, Business Process, Project Implementation, Data Pipelines

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.9K reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      E

      EDUCBA

      Credit Risk Modeling

      Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Risk Analysis, Lending and Underwriting, Financial Analysis, Working Capital, Balance Sheet, Probability Distribution, Financial Statements, Loans, Bankruptcies, Cash Flows

      Beginner · Course · 1 - 4 Weeks

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

      EDUCBA

      Recommendation Engine - Basics

      Skills you'll gain: AI Personalization, Data Science, Data Validation, Predictive Analytics, Python Programming, Development Environment

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      E

      EDUCBA

      Credit Risk Modeling & its Application in Banks

      Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Lending and Underwriting, Risk Management, Bank Regulations, Regulatory Compliance, Financial Regulation, Business Risk Management, Financial Analysis

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Data Science Capstone

      Skills you'll gain: Plotly, Exploratory Data Analysis, Predictive Modeling, Data Science, Data-Driven Decision-Making, Data Presentation, Data Analysis, Pandas (Python Package), Web Scraping, Statistical Modeling, Data Wrangling, Machine Learning Methods, Data Collection, GitHub

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.3K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      E

      EDUCBA

      Advanced Credit Risk Modeling - IT Sector

      Skills you'll gain: Financial Statement Analysis, Working Capital, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Financial Data, Risk Analysis, Analysis, Risk Management, Cash Flows, Balance Sheet, Business Metrics, Bankruptcies

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      New York Institute of Finance

      Risk Management

      Skills you'll gain: Credit Risk, Operational Risk, Risk Management, Risk Management Framework, Business Risk Management, Risk Modeling, Risk Mitigation, Financial Market, Enterprise Risk Management (ERM), Risk Appetite, Risk Control, Derivatives, Governance, Portfolio Management, Risk Analysis, Capital Markets, Investment Management, Financial Analysis, Market Data, Key Performance Indicators (KPIs)

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      SAP

      Business Process Modeling and Analysis

      Skills you'll gain: Business Process Modeling, Performance Measurement, Process Analysis, Process Mapping, Process Improvement, Gap Analysis, Business Process Improvement, SAP Applications, Dashboard, Data Visualization, Root Cause Analysis, Data-Driven Decision-Making, ChatGPT

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Statistics with Python

      Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Statistical Modeling, Statistical Methods, Statistical Inference, Statistics, Data Visualization, Descriptive Statistics, Bayesian Statistics, Data Visualization Software, Jupyter, Histogram, Probability & Statistics, Matplotlib, Data Analysis, Statistical Analysis, Box Plots, Statistical Programming, Exploratory Data Analysis, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.3K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Case Western Reserve University

      Using R for Geostatistical Geospatial Modeling

      Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, Geospatial Information and Technology, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Simulations

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Fitting Statistical Models to Data with Python

      Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Analysis, Statistical Programming, Regression Analysis, Predictive Modeling, Jupyter, Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Probability Distribution, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      704 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Case Western Reserve University

      Case Studies in Geostatistical Modeling

      Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Geospatial Information and Technology, Data Cleansing, Data Analysis, Statistical Modeling, Statistical Analysis, Statistical Methods, Estimation, Simulation and Simulation Software, Data Integration

      Intermediate · Course · 1 - 3 Months

    Predictive Modeling learners also search

    Predictive Analytics
    Data Modeling
    Statistical Modeling
    Beginner Predictive Analytics
    Predictive Analytics Projects
    Advanced Predictive Analytics
    Advanced R Programming
    Statistics
    1…171819…245

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

    • Foundations of Business Intelligence: Google
    • Credit Risk Modeling: EDUCBA
    • Recommendation Engine - Basics: EDUCBA
    • Credit Risk Modeling & its Application in Banks: EDUCBA
    • Applied Data Science Capstone: IBM
    • Advanced Credit Risk Modeling - IT Sector: EDUCBA
    • Risk Management: New York Institute of Finance
    • Business Process Modeling and Analysis: SAP
    • Statistics with Python: University of Michigan
    • Using R for Geostatistical Geospatial Modeling : Case Western Reserve University

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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