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.

Columbia University
Skills you'll gain: Computer Graphics, Image Analysis, 3D Modeling, Medical Imaging, Computer Vision, Automation Engineering, Mathematical Modeling, Estimation, Algorithms
★ 4.9 (44) · Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies
★ 4.4 (47) · Intermediate · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Machine Learning Methods, Deep Learning, Graph Theory, Machine Learning Algorithms
★ 4.6 (35) · Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Image Analysis, Computer Graphics, Virtual Reality, Computer Vision, Linear Algebra
★ 4.6 (45) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Information Privacy, Law, Regulation, and Compliance, Personally Identifiable Information, Regulatory Requirements, Regulation and Legal Compliance, Data Security, Compliance Management, Legal Risk, Compliance Reporting, Legal Research, Security Controls, Brokerage, Data Sharing, Informed Consent
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Rapport Building, Empathy, Interpersonal Communications, Goal Setting, Smart Goals, Active Listening, Mindfulness, Stress First Aid, Crisis Intervention, Registration, Mentorship, Training Programs, Community Development, Personal Development, Meditation & Breathwork, Resourcefulness
★ 5 (7) · Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Image Analysis, Computer Vision, Classification Algorithms, Algorithms, Machine Learning Methods
★ 4.8 (55) · Beginner · Course · 1 - 3 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Natural Resource Management, Environment and Resource Management, Sustainable Systems, Environmental Resource Management, Environment, Sustainable Development, Environmental Issue, Economic Development, Land Management, Environmental Policy, Stakeholder Engagement, Resource Consumption Accounting, Economics, Policy Analysis, Spatial Data Analysis, Accounting, Accounting Systems, Spatial Analysis, Case Studies
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Software Development Life Cycle, Systems Development Life Cycle, Google Cloud Platform, Development Testing, AI Integrations, Application Development, Test Case, Query Languages, Debugging
★ 4.9 (15) · Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Authorization (Computing), Google Cloud Platform, Authentications, Enterprise Security, Data Synthesis, Google Workspace, Enterprise Architecture, Generative AI Agents, Application Deployment, Cloud Security, AI literacy, Data Access, Agentic Workflows, Unstructured Data, AI Workflows, Data Integration, Workflow Management, Retrieval-Augmented Generation, Data Processing
★ 3.2 (13) · Beginner · Course · 1 - 3 Months

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
★ 4.2 (10) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Writing and Editing, Writing, Personal Development, Meditation & Breathwork, Lifelong Learning, Self-Awareness, Self-Motivation, Self-Discipline, Creativity, Mindfulness, Emotional Intelligence, Overcoming Obstacles
Beginner · Course · 1 - 4 Weeks