• 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

    Cómo utilizar BigQuery ML para ejecutar inferencias

    Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Google Cloud Platform, Machine Learning, Predictive Modeling, SQL

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Introducción a Cloud Next Generation Firewall

    Skills you'll gain: Firewall, Threat Modeling, Network Security, Cloud Security, Network Administration, Cloud Computing, Security Controls

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    生成式 AI 智能体:助力组织转型

    Skills you'll gain: Generative AI Agents, Retrieval-Augmented Generation, Generative AI, Prompt Engineering, AI Enablement, AI Product Strategy, LLM Application, Google Cloud Platform, Organizational Strategy, Organizational Change, Innovation, Business Transformation, Large Language Modeling, Customer Engagement

    Beginner · Course · 1 - 3 Months

  • 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

  • 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

  • Status: Preview
    Preview
    G

    Google Cloud

    Crea embeddings, búsqueda de vectores y RAG con BigQuery

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

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Penelusuran Vektor dan Embedding

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Embeddings, Vector Databases, Generative AI, Semantic Web, Natural Language Processing, Google Cloud Platform

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    生成式 AI:剖析基本概念

    Skills you'll gain: Responsible AI, Generative AI, AI Security, Google Cloud Platform, Large Language Modeling, Data Modeling, Data Ethics, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • 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

  • G

    Google Cloud

    Membuat Aplikasi AI Generatif di Google Cloud

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Generative Model Architectures, Generative AI, Large Language Modeling, Prompt Engineering, Google Cloud Platform, Natural Language Processing

    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, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Einbettungen, Vektorsuche und RAG mit BigQuery erstellen

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

    Advanced · Course · 1 - 4 Weeks

1…274275276…279

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

  • Cómo utilizar BigQuery ML para ejecutar inferencias: Google Cloud
  • Introducción a Cloud Next Generation Firewall: Google Cloud
  • 生成式 AI 智能体:助力组织转型: Google Cloud
  • Model Armor: protege las implementaciones de IA: Google Cloud
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • Crea embeddings, búsqueda de vectores y RAG con BigQuery: Google Cloud
  • Penelusuran Vektor dan Embedding: Google Cloud
  • 生成式 AI:剖析基本概念: Google Cloud
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Membuat Aplikasi AI Generatif di Google Cloud: Google Cloud

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