Columbia courses can help you learn data analysis, statistical modeling, machine learning, and data visualization techniques. You can build skills in programming with Python, R, and SQL, as well as in critical thinking and problem-solving for data-driven decision-making. Many courses introduce tools like Tableau for data visualization, TensorFlow for machine learning, and Jupyter Notebooks for interactive coding, allowing you to apply these skills in practical projects and real-world data challenges.

University of Colorado Boulder
Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Climate Change Programs, Energy and Utilities, Data Visualization, Pandas (Python Package), Environmental Issue, Climate Change Mitigation
Intermediate · Specialization · 1 - 3 Months

Georgetown University
Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Surveys, Business Strategy, Competitive Intelligence, Design Thinking, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, Leadership Studies, International Relations, Supplier Risk Management
Earn a degree
Degree · 1 - 4 Years

University of Colorado Boulder
Skills you'll gain: Business Writing, Business Correspondence, Business Communication, Writing, Organizational Skills, Concision, Writing and Editing, Grammar, Communication, Editing, Organizational Strategy, Organizational Structure, Communication Strategies, Presentations, Graphic Design
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data-Driven Marketing, Applied Machine Learning, Data Analysis, Predictive Analytics, Forecasting, Predictive Modeling, Query Languages, SQL
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Applied Machine Learning, Network Model, Unstructured Data, Marketing Analytics, Social Media Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Statistical Methods
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Universidad de los Andes
Skills you'll gain: Storytelling, Liberal Arts
Mixed · Course · 1 - 3 Months

Duke University
Skills you'll gain: Research, Persuasive Communication, Writing and Editing, English Language, Visual Storytelling, Case Studies, Journalism, Editing, Style Guides
Beginner · Course · 1 - 3 Months

University of Washington
Skills you'll gain: Social Justice, Community Organizing, Social Sciences, Culture, Cultural Diversity, Diversity Awareness, European History, Public Policies, World History, Political Sciences, Advocacy, Journalism, Public Affairs, Governance, Media and Communications
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Tsinghua University
Skills you'll gain: Intercultural Competence, Cultural Diversity, Mental Health, Learning Strategies, Stress Management, Language Learning, English Language, Literacy, Empathy & Emotional Intelligence, Higher Education
Intermediate · Course · 1 - 3 Months

Universidad Nacional de Colombia
Skills you'll gain: Student Engagement, Multimedia, Learning Styles, Research, Scientific Methods, Writing, Research Reports, Writing and Editing, Style Guides, Intellectual Property, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Sustainable Development, Sustainable Systems, Analytical Skills, Social Studies, Economics, Policy, and Social Studies, Environmental Issue, Policty Analysis, Research, and Development, Environment, Socioeconomics, Case Studies, Community Development, Environment and Resource Management, Public Policies, Environmental Resource Management, Climate Change Adaptation, Community Health, Climate Change Mitigation
Beginner · Course · 1 - 3 Months