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: Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Regression Analysis, Scikit Learn (Machine Learning Library), Supervised Learning, Data Science, Classification And Regression Tree (CART), Statistical Analysis, Predictive Modeling, Artificial Neural Networks, Data Processing, Feature Engineering
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Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
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Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Data Science, Dimensionality Reduction, Advanced Analytics, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Predictive Modeling, Linear Algebra, Probability Distribution
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Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Corporate Sustainability, Sustainability Reporting, Supply Management, Business Ethics, Sustainable Development, Sustainability Standards, Supplier Relationship Management, Labor Compliance, Procurement, Leadership, Ethical Standards And Conduct, Compliance Management, Waste Minimization, Product Lifecycle Management, Stakeholder Engagement
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Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Student Engagement, Instructional Strategies, Teaching, Pedagogy, Education Software and Technology, Mathematics Education, Web Content Accessibility Guidelines, Simulations, Browser Compatibility, File Management
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Instructional Strategies, Teaching, Curriculum Planning, Student Engagement, Simulations, Scientific Visualization, Chemistry, Physics
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Blended Learning, Course Development, Web Content Accessibility Guidelines, Education Software and Technology, Learning Management Systems, Language Learning, Technology Strategies
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Global Positioning Systems, Geospatial Information and Technology, Political Sciences, Entrepreneurship, Governance, Higher Education, Public Policies, Policy Analysis, Business, Innovation, Emerging Technologies
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Community Mental Health Services, Mental Health, Psychiatry, Mental Health Therapies, Health Disparities, Clinical Psychology, Mental Health Diseases and Disorders, Psychotherapy, Mental and Behavioral Health, Psychology, Cognitive Behavioral Therapy, Cultural Diversity, Behavioral Health, Substance Abuse, Advocacy
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Skills you'll gain: Self-Motivation, Emotional Intelligence, Growth Mindedness, Mental Concentration, Personal Development, Compassion, Goal Setting, Empowerment, Health And Wellness Coaching, Self-Awareness, Self-Discipline, Decision Making, Critical Thinking, Mindfulness, Stress Management, Creativity, Resilience, Cognitive flexibility, Adaptability, Productivity
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Sustainable Design, Sustainable Business, Sustainable Technologies, Operations Management, Manufacturing Operations, Environmental Engineering, Corporate Sustainability, Business Leadership, Industrial Engineering, Climate Change Mitigation, Product Design, Environmental Resource Management, Waste Minimization, Systems Thinking, Digital Transformation, Emerging Technologies
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Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Performing Arts, Liberal Arts, Storytelling, Lecturing, Creativity, Instructional Strategies, Creative Design, European History
Beginner · Course · 1 - 3 Months