• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Quantitative Methods

Quantitative Methods Courses

Quantitative methods courses can help you learn statistical analysis, data visualization, regression techniques, and experimental design. You can build skills in hypothesis testing, data interpretation, and predictive modeling. Many courses introduce tools like R, Python, and Excel, that support analyzing data sets and applying quantitative techniques in various fields such as economics, healthcare, and social sciences.

Popular Quantitative Methods Courses and Certifications


  • U

    University of Alberta

    캡스톤 : 소프트웨어 제품 관리 실전 프로젝트

    Skills you'll gain: Sprint Planning, Agile Software Development, Product Demonstration, Agile Methodology, Software Development Methodologies, Requirements Analysis, Agile Project Management, Requirements Elicitation, Risk Management, Scrum (Software Development), Project Risk Management, Agile Product Development, Virtual Environment, Product Requirements, Sprint Retrospectives, Product Management, Risk Analysis, Backlogs, Customer Communications Management, Showrooms

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Production Machine Learning Systems - Español

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Model Optimization, Model Training, Tensorflow, Machine Learning Methods, Systems Architecture, Performance Tuning, Software Architecture, Distributed Computing, Hybrid Cloud Computing, Dependency Analysis, Data Processing

    4.3 stars, 16 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.3 (16) · Advanced · Course · 1 - 3 Months

  • U

    University of Leeds

    Introduction to Technology-Assisted Decision-Making

    Skills you'll gain: Resource Allocation, Production Planning, Graph Theory, Data-Driven Decision-Making, Production Schedule, Decision Making, Mathematical Modeling, Network Planning And Design, Mathematical Software, Model Optimization, Computational Logic, Algorithms, Cryptography

    4.8 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (15) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Training, Model Evaluation, Data Preprocessing, Regression Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Analysis, Plot (Graphics), Machine Learning, Data Visualization, Decision Tree Learning, Predictive Analytics, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods, Python Programming

    4.9 stars, 7 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (7) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Cannabis Harvest & Curing

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Mastering DeepSeek: From Architecture to Application

    Skills you'll gain: DeepSeek API, Deepseek, Retrieval-Augmented Generation, AI Integrations, Model Deployment, Fine-tuning, Make.com, Generative Model Architectures, Generative AI Agents, LLM Application, Cloud Deployment, Model Training, Embeddings, Software Documentation, Key Management

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Classification Algorithms, Java Programming, Data Preprocessing, Machine Learning Software, Model Training, Model Deployment, Model Evaluation, Decision Tree Learning, Logistic Regression

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Building and Optimizing AI Models

    Skills you'll gain: Model Optimization, Feature Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Fine-tuning, Machine Learning Algorithms, Deep Learning, Supervised Learning, Transfer Learning, Model Evaluation, Data Structures, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Unsupervised Learning, Network Architecture

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pearson

    Certified Kubernetes Administrator (CKA): Unit 2

    Skills you'll gain: Kubernetes, Application Deployment, Cloud-Native Computing, Containerization, Scalability, Package and Software Management, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Niel Asher Education

    Applied Acupuncture Techniques for Common Conditions

    Skills you'll gain: Clinical Practices, Kinesiology, Neurology, Athletic Training

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced React Projects and Ecommerce Development

    Skills you'll gain: UI Components, Application Deployment, React.js, Event-Driven Programming, User Interface (UI), Web Applications, Web Development, Code Reusability, JavaScript Frameworks, Cascading Style Sheets (CSS), Javascript, Data Management, JSON, Debugging

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…293294295…408

In summary, here are 10 of our most popular quantitative methods courses

  • 캡스톤 : 소프트웨어 제품 관리 실전 프로젝트: University of Alberta
  • Production Machine Learning Systems - Español: Google Cloud
  • Introduction to Technology-Assisted Decision-Making: University of Leeds
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • Cannabis Harvest & Curing: University of Illinois Urbana-Champaign
  • Mastering DeepSeek: From Architecture to Application: Board Infinity
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • Machine Learning Fundamentals for Java Developers: Board Infinity
  • Building and Optimizing AI Models: Coursera
  • Certified Kubernetes Administrator (CKA): Unit 2: Pearson

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