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University Of Colorado Boulder Courses

Courses from the University of Colorado Boulder can help you learn data analysis, machine learning, programming in Python, and statistical modeling. You can build skills in data visualization, predictive analytics, and data-driven decision-making. Many courses introduce tools like TensorFlow, R, and SQL, that support analyzing complex datasets and implementing machine learning algorithms.


Popular University Of Colorado Boulder Courses and Certifications


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    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, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Keras (Neural Network Library), Data Science, Artificial Neural Networks, Python Programming, Classification And Regression Tree (CART), Tensorflow, Mathematical Modeling, Computer Vision

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
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    127 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Algorithms, Data Structures, Graph Theory, Operations Research, Theoretical Computer Science, Public Key Cryptography Standards (PKCS), Computer Programming, Computational Thinking, Cryptography, Programming Principles, Computer Science, Applied Mathematics, Tree Maps, Encryption, Python Programming, Mathematical Modeling, Data Science, Advanced Mathematics, Linear Algebra, Design Strategies

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    885 reviews

    Advanced · Specialization · 3 - 6 Months

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    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

    4.6
    Rating, 4.6 out of 5 stars
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    98 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Multimodal Prompts, Linear Algebra

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    Advanced · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Relational Database Design

    Skills you'll gain: Database Design, Database Management Systems, Database Development, Relational Databases, Database Theory, Databases, Database Architecture and Administration, Data Modeling, Data Integrity, Metadata Management, Dependency Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    329 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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, Initiative and Leadership, Productivity, Emotional Intelligence, Personal Integrity, Growth Mindedness, Leadership, Positivity, Optimism, Stress Management, Lifelong Learning, Personal Attributes, Goal Setting

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    115 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Deep Learning for Computer Vision

    Skills you'll gain: Applied Machine Learning, Generative Model Architectures, Unsupervised Learning, Artificial Intelligence

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    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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, A/B Testing, Data Analysis, Data Science, Descriptive Statistics, Quantitative Research, Artificial Intelligence

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    335 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    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
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    468 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Warehousing, Data Pipelines, Data Processing, Data Integration, Data Modeling, Data Cleansing, Big Data, Supervised Learning, Data Transformation, Machine Learning Methods, Data Quality, Classification And Regression Tree (CART), Anomaly Detection, Data Science, Machine Learning Algorithms, Data Analysis, Data Presentation, Descriptive Analytics

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    162 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

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

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Text Mining, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Data Processing, Probability & Statistics, Unstructured Data, Deep Learning, Machine Learning, Supervised Learning, Algorithms, Regression Analysis

    Build toward a degree

    3.6
    Rating, 3.6 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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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
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Relational Database Design: University of Colorado Boulder
  • Principles of Leadership: Leading Oneself: University of Colorado Boulder
  • Deep Learning for Computer Vision: University of Colorado Boulder
  • Data Science Foundations: Statistical Inference: University of Colorado Boulder
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Data Mining Foundations and Practice: University of Colorado Boulder

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