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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

    Visual Perception

    Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Machine Learning Methods, Graph Theory, Machine Learning Algorithms

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

  • C

    Columbia University

    Term-Structure and Credit Derivatives

    Skills you'll gain: Derivatives, Mortgage Loans, Securities (Finance), Credit Risk, Futures Exchange, Financial Modeling, Risk Modeling, Financial Market, Mathematical Modeling, Loans, Applied Mathematics, Excel Formulas, Microsoft Excel, Model Evaluation, Cash Flows

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

  • C

    Columbia University

    Causal Inference

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

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

  • C

    Columbia University

    Decision Making and Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Decision Intelligence, Markov Model, Deep Learning, Applied Machine Learning, Statistical Methods, Sampling (Statistics)

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

  • C

    Columbia University

    Attaining Higher Education

    Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Goal Setting, Lifelong Learning, Decision Making, Adult Education, Planning, Student Support and Services, Resourcefulness, Research, Ability To Meet Deadlines, Relationship Building, Organizational Skills

    Beginner · Course · 1 - 3 Months

  • C

    Columbia University

    Digital Case Method

    Skills you'll gain: Post-Production, Adobe Premiere, Video Editing, Photo/Video Production and Technology, Videography, Visual Storytelling, Digital pedagogy, Video Production, Course Development, Case Studies, Cinematography, Media Production, Storytelling, Content Creation, AI literacy

    Beginner · Course · 1 - 4 Weeks

  • C

    Columbia University

    Pets, Politics and Pandemics

    Skills you'll gain: Systems Thinking, Social Justice, Economics, Policy, and Social Studies, Social Sciences, Complex Problem Solving, Problem Solving, Political Sciences, Policy Analysis, Systems Analysis, Persuasive Communication, Personal Development, Critical Thinking, Education and Training, Scientific Methods

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    The Neuroscience of Leading Transformational Organizations

    Skills you'll gain: Diversity and Inclusion, Organizational Leadership, Diversity Awareness, Dealing With Ambiguity, Organizational Change, Creativity, Employee Engagement, Business Leadership, Innovation, Business Transformation, Consumer Behaviour, Workplace inclusivity, Organizational Effectiveness, Change Management, Leadership, Industrial and Organizational Psychology, Drive Engagement, Team Performance Management, Leadership Development, Business

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

  • E

    Edureka

    Claude Code for Vibe Coding

    Skills you'll gain: Model Context Protocol, Claude Code, Vibe coding, Generative AI Agents, LLM Application, AI Workflows, AI Orchestration, Agentic Workflows, GitHub Copilot, AI Enablement, AI Security, Prompt Engineering, Code Review, Prompt Patterns, Software Development, Web Applications, Software Testing, Security Testing, Software Engineering, Web Development

    ★ 4.7 (6) · Intermediate · Course · 1 - 4 Weeks

  • C

    Columbia University

    First Principles of Computer Vision

    Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components

    ★ 4.7 (240) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Data Ethics, Sustainability Reporting, Database Design, Agentic systems, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • C

    Columbia University

    MOS Transistors

    Skills you'll gain: Semiconductors, Electronic Systems, Electronics, Electronics Engineering, Electronic Components, Hardware Design, Simulation and Simulation Software, Electrical Engineering, Simulations, Mathematical Modeling, Model Evaluation

    ★ 4.6 (152) · Mixed · Course · 1 - 3 Months

1234…12

In summary, here are 10 of our most popular columbia courses

  • Visual Perception: Columbia University
  • Term-Structure and Credit Derivatives : Columbia University
  • Causal Inference: Columbia University
  • Decision Making and Reinforcement Learning: Columbia University
  • Attaining Higher Education: Columbia University
  • Digital Case Method: Columbia University
  • Pets, Politics and Pandemics: Columbia University
  • The Neuroscience of Leading Transformational Organizations: University of Colorado Boulder
  • Claude Code for Vibe Coding: Edureka
  • First Principles of Computer Vision: Columbia University

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