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University of Colorado Boulder Online Courses

Discover courses and programs offered by University of Colorado Boulder. Explore various fields and disciplines taught by CU Boulder faculty, and find the perfect program to meet your educational goals.

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Explore the CU Boulder Online Course Catalog

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Exploratory Data Analysis, Dimensionality Reduction, Keras (Neural Network Library), Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Data Science, Computer Vision, Predictive Modeling, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Random Forest Algorithm, Classification And Regression Tree (CART), Natural Language Processing, Python Programming

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    122 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Data Structures, Graph Theory, Operations Research, Public Key Cryptography Standards (PKCS), Computational Thinking, Computer Programming, Programming Principles, Cryptography, Computer Science, Pseudocode, Applied Mathematics, Advanced Mathematics, Mathematical Theory & Analysis, Encryption, Combinatorics, Python Programming, Analysis, Mathematical Modeling

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    855 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Network Systems: Principles in Practice

    Skills you'll gain: OSI Models, Network Security, Cloud Services, TCP/IP, Cloud Computing, Cloud Infrastructure, Software-Defined Networking, Network Architecture, Wide Area Networks, Network Protocols, General Networking, Network Routers, Network Troubleshooting, Linux, Computer Networking, Virtualization, Kubernetes, Network Administration, Network Switches, Terraform

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    92 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Principles of Leadership: Leading Oneself

    Skills you'll gain: Personal Development, Resilience, Self-Awareness, Mental Concentration, Accountability, Overcoming Obstacles, Self-Motivation, Persistence, Emotional Intelligence, Positivity, Optimism, Stress Management, Leadership Development, Initiative and Leadership, Personal Attributes, Productivity, Time Management, Cognitive flexibility, Goal Setting, Visionary

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    113 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Principles of Leadership: Leading Technical Organizations

    Skills you'll gain: Accountability, Executive Presence, Decision Making, Conflict Management, Business Ethics, Succession Planning, Risk Management, Organizational Structure, Stakeholder Management, Stakeholder Analysis, Professional Networking, Diversity Equity and Inclusion Initiatives, Strategic Leadership, Business Relationship Management, Relationship Building, Culture Transformation, Business Strategy, Organizational Leadership, Engineering Management, Leadership

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    29 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Supervised Learning, Data Pipelines, Data Modeling, Big Data, Data Science, Machine Learning Algorithms, Data Cleansing, Exploratory Data Analysis, Classification And Regression Tree (CART), Analysis, Statistical Analysis, Machine Learning, Data Transformation, Analytical Skills, Data Analysis, Applied Machine Learning

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    159 reviews

    Intermediate · Specialization · 1 - 3 Months

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  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematical Theory & Analysis, Data Analysis, Statistical Methods, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    454 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Linear Algebra, Supervised Learning

    Build toward a degree

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    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, Quantitative Research, Data Analysis, Data Science, Sample Size Determination, Descriptive Statistics, Artificial Intelligence

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    326 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    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

    4.2
    Rating, 4.2 out of 5 stars
    ·
    53 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, SQL, New Product Development, Model Based Systems Engineering, Unsupervised Learning, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Sampling (Statistics), Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Supervised Learning, Proposal Writing, Generative AI

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Vital Skills for Data Science

    Skills you'll gain: Data Ethics, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Scientific Visualization, Data Security, Data Presentation, User Centered Design, Infographics, Statistical Visualization, Cybersecurity, Technical Communication, Healthcare Ethics, Cyber Attacks, Statistical Reporting, Data Storytelling, Ethical Standards And Conduct, Responsible AI, Information Privacy, Analysis

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    113 reviews

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular university of colorado boulder courses

  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • Network Systems: Principles in Practice: University of Colorado Boulder
  • Principles of Leadership: Leading Oneself: University of Colorado Boulder
  • Principles of Leadership: Leading Technical Organizations: University of Colorado Boulder
  • Data Mining Foundations and Practice: University of Colorado Boulder
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Data Science Foundations: Statistical Inference: University of Colorado Boulder
  • Statistical Modeling for Data Science Applications: University of Colorado Boulder

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