Columbia courses can help you learn data analysis, statistical modeling, machine learning, and data visualization techniques. You can build skills in programming with Python, R, and SQL, as well as in critical thinking and problem-solving for data-driven decision-making. Many courses introduce tools like Tableau for data visualization, TensorFlow for machine learning, and Jupyter Notebooks for interactive coding, allowing you to apply these skills in practical projects and real-world data challenges.

University of Colorado Boulder
Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Integration, Data Collection, Data Access, Data Manipulation, Application Programming Interface (API)
★ 4 (8) · Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Team Motivation, Team Leadership, Leadership, Strategic Leadership, Team Performance Management, Leadership and Management, Team Collaboration, Leadership Studies, Team Building, Drive Engagement, Oral Expression, Storytelling, Coaching, Employee Coaching, Industrial and Organizational Psychology, Goal Setting, Employee Engagement, Collaboration, Compassion, Safety Culture
★ 4.7 (83) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Process Capability, Statistical Process Controls, R (Software), Statistical Analysis, Statistical Software, Data Analysis Software, R Programming, Quality Control, Probability & Statistics, Quality Improvement, Statistical Methods, Plot (Graphics), Process Analysis, Data Transformation, Statistical Hypothesis Testing, Probability Distribution
★ 4.1 (17) · Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Methods, Statistical Analysis, Data Ethics, General Science and Research, Statistical Modeling, Data Science, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Mathematical Modeling, Linear Algebra, Calculus
★ 4 (23) · Intermediate · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Sustainable Development, Sustainable Systems, Socioeconomics, Social Studies, Environment, Environmental Issue, Sustainability Standards, Community Development, Economics, Policy, and Social Studies, Natural Resource Management, Economic Development, Environmental Science, Social Determinants Of Health, Case Studies, Environment and Resource Management, Analysis, World History, Land Management, Climate Change Mitigation
★ 4.9 (774) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Self-Awareness, Personal Development, Engineering Management, Leadership Development, Curiosity, Leadership, Cognitive flexibility, Growth Mindedness, Decision Making, Social Skills, Time Management, Prioritization
★ 4.8 (78) · Beginner · Course · 1 - 3 Months

Sapienza University of Rome
Skills you'll gain: Ancient History, World History, Art History, Social Studies, Culture, Cultural Diversity
★ 4.7 (119) · Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Software Development Life Cycle, Test Script Development, Google Cloud Platform, Development Testing, Systems Development Life Cycle, Web Applications, Application Lifecycle Management, Application Development, Software Development Tools, Test Case, Debugging, Query Languages
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Science, Statistics, Data Analysis, Statistical Analysis, Statistical Software, Descriptive Statistics, Quality Improvement, Process Engineering
★ 4.5 (54) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Spring Boot, React.js, Spring Framework, Object-Relational Mapping, Frontend Integration, Restful API, YAML, Data Access, Database Application, Data Persistence, Web Applications, JavaScript Frameworks, Databases, Application Performance Management, Development Environment, Configuration Management, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Software Engineering, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Programming Principles, Conceptual Design
★ 4.6 (8) · Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Sample Size Determination, Data Collection
★ 4.4 (366) · Intermediate · Specialization · 3 - 6 Months