• 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


  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Computer Vision, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Marketing Analytics, MLOps (Machine Learning Operations), Logistic Regression, Transfer Learning, Strategic Decision-Making, Simulations, Descriptive Analytics, Data Cleansing, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Recherche vectorielle et embeddings

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, AI Enablement, Semantic Web, Generative AI, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI Generatif: Memahami Konsep Dasar

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

    Beginner · Course · 1 - 4 Weeks

  • 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

  • G

    Google Cloud

    エンベディング作成、ベクトル検索、BigQuery での RAG

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

    Advanced · 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

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

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

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: como proteger implantações de IA

    Skills you'll gain: Open Web Application Security Project (OWASP), AI Security, LLM Application, Large Language Modeling, Model Deployment, Threat Modeling, Security Testing, Vulnerability Scanning, Security Requirements Analysis, Security Controls, Google Cloud Platform, Data Security, API Testing, Cloud API, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

  • 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

    Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia

    Skills you'll gain: Responsible AI, Artificial Intelligence, AI Security, Model Evaluation, Data Modeling, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    在 Google Cloud 打造生成式 AI 應用程式

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

    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

1…273274275…279

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

  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Recherche vectorielle et embeddings: Google Cloud
  • AI Generatif: Memahami Konsep Dasar: Google Cloud
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • エンベディング作成、ベクトル検索、BigQuery での RAG: Google Cloud
  • Crea embeddings, búsqueda de vectores y RAG con BigQuery: Google Cloud
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Model Armor: como proteger implantações de IA: Google Cloud
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia: 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