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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
    Rating, 4.6 out of 5 stars
    ·
    35 reviews

    Beginner · 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
    Rating, 3.3 out of 5 stars
    ·
    106 reviews

    Advanced · 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

    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
    Rating, 4.4 out of 5 stars
    ·
    24 reviews

    Intermediate · 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

    University Studies for Student Veterans

    Skills you'll gain: Literacy, Time Management, Learning Strategies, Productivity, Student Support and Services, Writing, Growth Mindedness, Higher Education, Organizational Skills, Prioritization, Collaboration, Overcoming Obstacles, Resourcefulness, Adaptability

    Beginner · Course · 1 - 3 Months

  • 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

    Universidad de los Andes

    Humanidades digitales: archivos y colecciones

    Skills you'll gain: Document Management, Data Sharing, Record Keeping, digital literacy, Culture, Digital Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 3 Months

  • 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
    Rating, 4.7 out of 5 stars
    ·
    240 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Job Ready
    Job Ready
    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

    Earn a degree

    Degree · 1 - 4 Years

  • 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
    Rating, 4.6 out of 5 stars
    ·
    152 reviews

    Mixed · Course · 1 - 3 Months

1234…12

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

  • Visual Perception: Columbia University
  • Causal Inference: Columbia University
  • Attaining Higher Education: Columbia University
  • Decision Making and Reinforcement Learning: Columbia University
  • Digital Case Method: Columbia University
  • University Studies for Student Veterans: Columbia University
  • Pets, Politics and Pandemics: Columbia University
  • Humanidades digitales: archivos y colecciones: Universidad de los Andes
  • The Neuroscience of Leading Transformational Organizations: University of Colorado Boulder
  • First Principles of Computer Vision: Columbia University

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