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.
University of Colorado Boulder
Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Peer Review, Design Reviews, Interactive Design, User Interface (UI), Interaction Design, Usability, Software Design Patterns, Technical Design, Experience Design, Usability Testing, Technical Documentation, Design Strategies, Technical Writing, Simulations
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Python Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Sustainable Development, Sustainable Business, Corporate Sustainability, Sustainable Design, Systems Thinking, Professional Development, Leadership, Strategic Leadership, Change Management, Professional Networking, Self-Awareness
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Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Workplace Bullying Intervention, Disciplinary Procedures, Conflict Management, Leadership and Management, People Management, Organizational Leadership, Business Leadership, Emotional Intelligence, Employee Performance Management, Employee Engagement, Compassion, Human Resource Strategy, Self-Awareness, Employee Retention, Communication Strategies
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Diversity Awareness, Culture, Cultural Diversity, Social Justice, Socioeconomics, Social Sciences, Sociology, World History, Political Sciences
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Storytelling, Creativity, Self-Awareness, Cultural Diversity, Personal Development, Social Sciences, Media and Communications, Empathy, Communication, Leadership
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Semiconductors, High Voltage, Power Electronics, Electronic Components, Electronics Engineering, Electronics, Simulation and Simulation Software
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Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Climate Change Programs, Environment, Environmental Science, Mathematical Modeling, Environmental Monitoring, Physical Science, Hydrology, Scientific Methods
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Constructive Feedback, Storytelling, Empathy, Relationship Building, Oral Expression, Emotional Intelligence, Communication, Leadership, Writing and Editing, Public Speaking, Content Creation, Creativity, Media Production
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Social Media Strategy, Social Media Content, Social Media Marketing, Strategic Communication, Paid media, Content Strategy, Digital Media Strategy, Earned Media, Owned Media, Brand Strategy, Content Performance Analysis, Content Creation, Shared Media, Customer Relationship Building, Customer Engagement, Target Audience, Brand Management, Aesthetics
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Data Structures, Data Dictionary, Python Programming, Programming Principles, Data Manipulation, Data Access, Data Processing, Computational Logic, Scripting, File I/O, Debugging, Computational Thinking, Jupyter, Maintainability, Computer Programming Tools, Scripting Languages
Beginner · Specialization · 3 - 6 Months