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, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
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Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), User Centered Design, Infographics, Statistical Visualization, User Experience Design, Usability, Data Storytelling, Human Computer Interaction, User Research, Usability Testing, Requirements Analysis, Prototyping, Design Elements And Principles
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Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Technical Management, Business Ethics, Ethical Standards And Conduct, Engineering Management, Decision Making, Organizational Leadership, Business Leadership, Leadership
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Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Writing, Storytelling, Journals, Personal Development, Persistence, Lifelong Learning, Self-Awareness, Self-Motivation, Self-Discipline, Resilience, Creativity, Mindfulness, Mental Concentration, Emotional Intelligence, Overcoming Obstacles
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: User Story, Agile Project Management, Scrum (Software Development), Agile Methodology, Engineering Management, Sprint Planning, Organizational Strategy, Software Development Methodologies, Project Management, Virtual Teams, Leadership
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Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Self-Awareness, Personal Development, Personal Integrity, Growth Mindedness, Initiative and Leadership, Personal Attributes, Accountability, Leadership, Resilience, Visionary, Goal Setting, Adaptability
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Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Self-Awareness, Personal Development, Initiative and Leadership, Emotional Intelligence, Leadership, Lifelong Learning, Prioritization, Productivity, Time Management, Dealing With Ambiguity, Cognitive flexibility, Growth Mindedness, Resilience, Decision Making
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Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Conceptual Design
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Intermediate · Course · 1 - 3 Months

University of Alberta
Skills you'll gain: Biology, Environmental Science, Environment, Life Sciences, Taxonomy
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Diversity and Inclusion, Innovation, Organizational Leadership, Industrial and Organizational Psychology, Organizational Change, Creativity, Human Capital, Leadership, Drive Engagement, Team Performance Management, Change Management, Business, Business Strategy, Decision Making, Business Marketing, Neurology
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Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Environmental Policy, Energy and Utilities, Climate Change Mitigation, Environment, Public Policies, International Relations, Policy Analysis, Climate Change Adaptation, Governance, Sustainable Technologies, Pollution Prevention, Environmental Science, Forecasting, Emerging Technologies
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Beginner · Course · 1 - 4 Weeks

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