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: Higher Education, Student Support and Services, Academic Advising, Student Engagement, School Counseling, Diversity Awareness, Disabilities, Cultural Sensitivity
Beginner · Course · 1 - 3 Months

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

University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Research Design, Statistical Methods, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Mathematical Modeling, Probability & Statistics, Data Science, Quantitative Research, Machine Learning, Classification And Regression Tree (CART), Linear Algebra, Probability Distribution
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Columbia University
Skills you'll gain: Literacy, Time Management, Learning Strategies, Student Support and Services, Writing, Growth Mindedness, Higher Education, Organizational Skills, Critical Thinking, Adaptability
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Big Data, Operating Systems, Performance Tuning, File Systems, Linux, Scripting, Command-Line Interface, OS Process Management, Artificial Intelligence
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Emotional Intelligence, Professional Networking, Relationship Building, LinkedIn, Self-Awareness, Personal Development, Goal Setting, Entrepreneurship, Professional Development, Growth Mindedness, Decision Making, Branding, Leadership
Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Empathy, Interpersonal Communications, Goal Setting, Smart Goals, Relationship Building, Active Listening, Mindfulness, Stress First Aid, Crisis Intervention, Mentorship, Community Development, Resourcefulness
Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Unsupervised Learning, Deep Learning, Graph Theory, Machine Learning Algorithms, Machine Learning, Linear Algebra
Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Care Coordination, Value-Based Care, Patient-centered Care, Health Informatics, Healthcare Industry Knowledge, Health Technology, Health Care, Risk Management, Patient Education and Support, Patient Advocacy, Telehealth, Community and Social Work, Case Studies
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Probability, Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Statistical Inference, Bayesian Statistics, Sampling (Statistics), Statistical Analysis, Data Ethics, Statistics, A/B Testing, Data Analysis, Data Science, Descriptive Statistics, Quantitative Research, Artificial Intelligence
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Resilience, Personal Development, Decision Making, Self-Awareness, Problem Solving, Cognitive flexibility, Emotional Intelligence, Human Development, Stress Management, Human Learning, Leadership, Learning Strategies, Mental Health, Psychology, Neurology, Behavioral Health, Business, Physiology, Anatomy
Build toward a degree
Beginner · Course · 1 - 3 Months

Scrimba
Skills you'll gain: React.js, UI Components, Front-End Web Development, Web Content Accessibility Guidelines, User Interface (UI), JavaScript Frameworks, Web Development Tools, Event-Driven Programming, Web Frameworks, Functional Design, Cascading Style Sheets (CSS), Application Programming Interface (API)
Intermediate · Course · 3 - 6 Months