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: Climate Change Adaptation, Sustainable Development, Stormwater Management, Sustainable Technologies, Public Works, Civil Engineering, Sustainable Design, Community Development, Environmental Issue, Land Development, Mitigation, Case Studies, Water Resource Management, Environmental Policy, Traffic Flow Optimization
Build toward a degree
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Copywriting, Advertising, Marketing Materials, Promotional Materials, Layout Design, Marketing Design, Writing, Graphic and Visual Design, Creative Design, Typography, Storytelling, Design Elements And Principles, Creativity
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Simulation and Simulation Software, Design Reviews, Interactive Design, Experimentation, Chemistry, Physics, Biology
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Data Preprocessing, Model Evaluation, Feature Engineering, Algorithms
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Survey Creation, Simulations, Research, Experimentation
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Matplotlib, Plotly, Data Visualization Software, Seaborn, Data Visualization, Statistical Visualization, Interactive Data Visualization, Scatter Plots, Box Plots, Heat Maps, Histogram
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Python Programming, Programming Principles, Data Structures, Computational Logic, Debugging, Computational Thinking, Maintainability
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Computational Logic, Verification And Validation, Theoretical Computer Science, Systems Design, Model Evaluation, Simulations, Algorithms, Safety and Security
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Computational Thinking, Failure Analysis, Biological Engineering, Hazard Analysis, Simulations, Chemical Engineering, Model Evaluation, Applied Mathematics, Differential Equations, Probability
Build toward a degree
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Diversity Awareness, Teaching, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Pedagogy, Cultural Responsiveness, Instructional Strategies, Cultural Diversity, Advocacy, Social Justice, Parent Communication, Student Engagement, Family Support, Community Outreach, Curriculum Planning, Rapport Building
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Clinical Data Management, Clinical Research, Data Quality, Health Informatics, Time Series Analysis and Forecasting, Data Cleansing, Data Analysis, Data Modeling, Data Science, Analytical Skills, Statistical Reporting
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Sustainable Business, Environmental Social And Corporate Governance (ESG), Change Management, Sustainability Reporting, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Environmental Issue, Business, Economics, Packaging and Labeling, Product Lifecycle Management
Beginner · Course · 1 - 3 Months