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Columbia Courses

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.

Popular Columbia Courses and Certifications


  • C

    Columbia University

    Causal Inference

    Skills you'll gain: Statistical Inference, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Statistical Methods, Statistical Analysis, Statistical Hypothesis Testing, Machine Learning, Experimentation, Data Collection, Statistics

    3.3 stars, 107 reviews, Advanced, Course, 1 - 3 Months

    ★ 3.3 (107) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)

    Skills you'll gain: Care Coordination, Value-Based Care, Care Management, Clinical Informatics, Health Informatics, Interoperability, Health Technology, Healthcare Ethics, Patient-centered Care, Communication

    4.6 stars, 161 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (161) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Georgetown University

    Bachelor of Arts in Liberal Studies

    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, Cybersecurity, Market Opportunities, Storytelling, Marketing Planning, Leadership Studies, International Relations

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • C

    Columbia University

    Term-Structure and Credit Derivatives

    Skills you'll gain: Derivatives, Financial Modeling, Financial Market, Microsoft Excel, Cash Flows

    4.6 stars, 69 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (69) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

    Skills you'll gain: Value-Based Care, Health Informatics, Care Coordination, Analytics, Health Administration, Health Care Administration, Data Analysis, Interoperability, Data Ethics, Healthcare Ethics, Health Systems, Health Technology, Patient-centered Care, Predictive Modeling, Data Sharing

    4.7 stars, 143 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (143) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Columbia University

    Visual Perception

    Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Model Training

    4.6 stars, 35 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (35) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Columbia University

    Blended Learning Toolkit

    Skills you'll gain: Digital pedagogy, Blended Learning, Education Software and Technology, Student Engagement, Learning Management Systems, Digital Transformation, Curriculum Development, Teaching, digital literacy, Web Design and Development, Planning, Research, Auditing

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Columbia University

    Find Your Calling: Career Transition Principles for Veterans

    Skills you'll gain: Emotional Intelligence, Professional Networking, Relationship Building, LinkedIn, Self-Awareness, Personal Development, Goal Setting, Professional Development, Growth Mindedness, Decision Making, Branding

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Columbia University

    Decision Making and Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning, Algorithms, Markov Model, Deep Learning

    4.4 stars, 25 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Columbia University

    Supporting Veteran Success in Higher Education

    Skills you'll gain: Higher Education, Student Support and Services, Student Services, Cultural Responsiveness, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Cultural Sensitivity

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Columbia University

    Computational Methods in Pricing and Model Calibration

    Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Market Data, Financial Modeling, Numerical Analysis, Model Optimization, Python Programming, Algorithms

    4.5 stars, 48 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (48) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Columbia University

    Features and Boundaries

    Skills you'll gain: Image Analysis, Computer Vision, Classification Algorithms, Algorithms

    4.8 stars, 55 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (55) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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