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: Business Ethics, Engineering Management, Decision Making, Ethical Standards And Conduct, Organizational Leadership, Business Leadership, Leadership
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Political Sciences, Ancient History, Liberal Arts, Higher Education, Pedagogy, Social Sciences, Culture, Human Learning, Cultural Diversity, Conflict Management, Ethical Standards And Conduct, Intercultural Competence, Governance
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Shell Script, Computer Systems, Big Data, Linux Commands, Hardware Architecture, Operating Systems, File Systems, Computing Platforms, Linux, Performance Testing, Scripting, Performance Tuning, Memory Management, Programming Principles, Capacity Management, File Management
★ 3.8 (167) · Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Skills you'll gain: Advocacy, Injury Prevention, Public Health and Disease Prevention, Public Policies, Public Health, Public Safety and National Security, Lobbying, Health Promotion, Legal Proceedings, Public Affairs, Policy Analysis, Community Organizing, Community Health, Policy Development, Patient Safety, Court Systems, Crisis Intervention, Legal Hearings, Health Policy, Civil Procedures
★ 4.6 (15) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Graphic Design, Graphic and Visual Design, Graphic and Visual Design Software, Design, Visual Design, Digital Design, Layout Design, Graphical Tools, Graphics Software, Creative Design, Typography, Design Software, Design Reviews, Adobe Creative Cloud, Adobe Photoshop, Design Elements And Principles, Peer Review, Design Strategies, Color Theory, Editing
★ 4.8 (3.4K) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Sampling (Statistics), R (Software), Statistical Inference, Probability Distribution, R Programming, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Probability & Statistics, Statistical Software, Data Science, Statistics, Data Analysis, Statistical Programming, Statistical Analysis, Probability, Data Literacy, Statistical Visualization, Data Processing, Data Manipulation
★ 4.7 (34) · Beginner · Course · 1 - 3 Months

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)
★ 4.4 (7) · Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Data Visualization, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), User Centered Design, Data Presentation, Usability, Human Centered Design, Design Research, User Research, Graphic and Visual Design, Usability Testing, Quantitative Research, Design Elements And Principles
★ 4.6 (44) · Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Presentations, Peer Review, Business Writing, Project Design, Graphic Design, Concision, Oral Expression, Graphic and Visual Design, Writing, Constructive Feedback, Branding, Communication, Public Speaking, Business Communication, Verbal Communication Skills, Professional Development, Design Strategies
★ 4.7 (176) · Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Financial Analysis, Financial Market, Securities (Finance), Investment Management, Investments, Return On Investment, Finance
★ 4.8 (11) · Intermediate · Guided Project · Less Than 2 Hours

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

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