• 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


  • G

    Google Cloud

    Feature Engineering - Italiano

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Data Store, Data Transformation, Keras (Neural Network Library), Applied Machine Learning, Data Modeling, Machine Learning, Statistical Methods

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    生成 AI: 基本概念の理解

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Unstructured Data, Artificial Intelligence, Data Quality, Data Access, Deep Learning, Machine Learning, Business Solutions

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Présentation de la sécurité dans le monde de l'IA

    Skills you'll gain: AI Security, Responsible AI, Security Strategy, Data Security, Security Management, Personally Identifiable Information, Information Systems Security, Enterprise Security, Threat Modeling, Security Controls, Risk Management Framework, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud에서 생성형 AI 앱 만들기

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

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery

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

    Advanced · Course · 1 - 4 Weeks

  • 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, Data Pipelines, SQL, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Blender Geometry Nodes – Procedural Bridge Basics

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design

    Beginner · Course · 1 - 4 Weeks

  • 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

  • U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Business Analytics

    Skills you'll gain: Revenue Management, Large Language Modeling, Customer Analysis, FinTech, Business Analytics, Model Evaluation, Unsupervised Learning, Biostatistics, Spatial Data Analysis, People Analytics, Time Series Analysis and Forecasting, Database Design, Predictive Analytics, Social Network Analysis, Social Determinants Of Health, Gerontology, Cloud Security, Data Visualization, Governance, Risk Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Large Language Modeling, Model Evaluation, Data Ethics, Customer Analysis, FinTech, Business Analytics, Biostatistics, Spatial Data Analysis, People Analytics, Time Series Analysis and Forecasting, Database Design, Predictive Analytics, Social Network Analysis, Social Determinants Of Health, Gerontology, Exploratory Data Analysis, Cloud Security, Data Visualization, Governance

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Model Evaluation, Predictive Analytics, Data Cleansing, Unsupervised Learning, Data Visualization, Exploratory Data Analysis, Supervised Learning, Dimensionality Reduction, Data Science, Descriptive Analytics, Plot (Graphics), Matplotlib, Predictive Modeling, Data Analysis, Visualization (Computer Graphics), Pandas (Python Package), Time Series Analysis and Forecasting, Machine Learning Algorithms, Applied Machine Learning, Data Visualization Software

    Credit offered

    Mastertrack · 6 - 12 Months

1…278279280…284

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

  • Feature Engineering - Italiano: Google Cloud
  • 生成 AI: 基本概念の理解: Google Cloud
  • Présentation de la sécurité dans le monde de l'IA: Google Cloud
  • Google Cloud에서 생성형 AI 앱 만들기: Google Cloud
  • Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery: Google Cloud
  • Advanced Analytics & AI Optimization with Microsoft Fabric: Microsoft
  • Blender Geometry Nodes – Procedural Bridge Basics: Packt
  • Google Threat Intelligence - 日本語版: Google Cloud
  • Master of Science in Data Science: University of Colorado Boulder
  • Magíster en Business Analytics: Pontificia Universidad Católica de Chile

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