• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Columbia

    Columbia University Online Courses

    Discover courses and programs offered by Columbia University. Explore various fields and disciplines taught by Columbia faculty, and find the perfect program to meet your educational goals.

    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 Columbia University Online Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Trees, SVM and Unsupervised Learning

      Skills you'll gain: Applied Machine Learning, Supervised Learning, Statistical Machine Learning, Data Science, Artificial Neural Networks, Dimensionality Reduction, Unsupervised Learning, Classification And Regression Tree (CART), Machine Learning Algorithms, Decision Tree Learning, Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Feature Engineering, Random Forest Algorithm, Statistics

      4.4
      Rating, 4.4 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Object-Oriented Analysis and Design: Foundations & Concepts

      Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Unified Modeling Language, JUnit, Software Testing, Software Engineering, Java, Java Programming, Computer Programming, Unit Testing, Program Development, Software Design, System Design and Implementation, Test Driven Development (TDD)

      Build toward a degree

      4.2
      Rating, 4.2 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Unsupervised Text Classification for Marketing Analytics

      Skills you'll gain: Unsupervised Learning, Unstructured Data, Deep Learning, Jupyter, Text Mining, Machine Learning Methods, Applied Machine Learning, Machine Learning, JSON, Natural Language Processing, Machine Learning Algorithms, Marketing Analytics, Data Processing, Data Wrangling, Python Programming

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modeling Climate Anomalies with Statistical Analysis

      Skills you'll gain: Matplotlib, Pandas (Python Package), Statistical Analysis, Data Visualization, Data Science, Data Analysis, NumPy, Statistical Modeling, Time Series Analysis and Forecasting, Regression Analysis, Data Integration, Data Manipulation, Application Programming Interface (API)

      Build toward a degree

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      B

      Banco Interamericano de Desarrollo

      Cambio climático en empresas de agua y saneamiento

      Skills you'll gain: Sanitation, Water Resources, Mitigation, Energy and Utilities, Risk Analysis, Risk Management, Environment, Environmental Monitoring, Environmental Issue, Vulnerability Assessments, Technology Roadmaps

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Gemini for Data Scientists and Analysts

      Skills you'll gain: Customer Insights, Customer Analysis, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Marketing Strategies, Machine Learning Methods, Predictive Analytics, Forecasting, SQL

      4
      Rating, 4 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Оценка облигаций

      Skills you'll gain: Financial Analysis, Financial Market, Investment Management, Investments, Finance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      'Their' World and How You Define It

      Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Awareness, Empathy, Diversity Training, Intercultural Competence, Diversity Programs, Social Justice, Cultural Diversity, Recognizing Others, Culture, Empowerment, Disabilities, Cognitive flexibility, Social Studies, Self-Awareness, Sociology, Social Sciences, Open Mindset, Innovation, Creativity

      Build toward a degree

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Object-Oriented Analysis and Design: Patterns and Principles

      Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Software Engineering, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Conceptual Design

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SAS

      Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership

      Skills you'll gain: Data Ethics, Technical Management, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning, Performance Measurement, Leadership and Management, Predictive Analytics, Data Processing, Business Leadership, Business Metrics, Strategic Leadership, Business Transformation, Data-Driven Decision-Making, Data Science

      4.8
      Rating, 4.8 out of 5 stars
      ·
      77 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      SAS

      Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls

      Skills you'll gain: Predictive Modeling, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Machine Learning Algorithms, Decision Tree Learning, Business Metrics, Data Analysis, Performance Measurement, Regression Analysis, Ethical Standards And Conduct, Deep Learning, Artificial Neural Networks

      4.9
      Rating, 4.9 out of 5 stars
      ·
      64 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      Universidad de los Andes

      Compreender as dimensões interculturais na vida cotidiana

      Skills you'll gain: Intercultural Competence, Language Learning, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Culture, Social Justice, Non-Verbal Communication, Learning Strategies

      Intermediate · Course · 1 - 3 Months

    Columbia learners also search for

    University of Chicago
    Yale
    Stanford
    Duke
    Georgetown
    Northwestern
    Penn
    NYU
    1…9101112

    In summary, here are 10 of our most popular columbia courses

    • Trees, SVM and Unsupervised Learning: University of Colorado Boulder
    • Object-Oriented Analysis and Design: Foundations & Concepts: University of Colorado Boulder
    • Unsupervised Text Classification for Marketing Analytics: University of Colorado Boulder
    • Modeling Climate Anomalies with Statistical Analysis: University of Colorado Boulder
    • Cambio climático en empresas de agua y saneamiento: Banco Interamericano de Desarrollo
    • Gemini for Data Scientists and Analysts: Google Cloud
    • Оценка облигаций: Coursera Project Network
    • 'Their' World and How You Define It: University of Colorado Boulder
    • Object-Oriented Analysis and Design: Patterns and Principles: University of Colorado Boulder
    • Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership: SAS

    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
    • Manage Cookie Preferences
    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