Learn cluster analysis techniques for data segmentation. Understand how to group similar data points using algorithms like K-means and hierarchical clustering.

Universitat de Barcelona
Skills you'll gain: Physical Science, Safety Assurance, Mathematical Modeling, Predictive Modeling, Time Series Analysis and Forecasting, Global Positioning Systems, Simulation and Simulation Software, Risk Control, Communication Systems
Mixed · Course · 1 - 3 Months

Skills you'll gain: Business Modeling, Design Thinking, Innovation, Ideation, Entrepreneurship, Business Strategy, Customer Insights, Business Planning, Brainstorming, Creative Thinking, Market Opportunities, Entrepreneurial Finance, Product Management, Creativity, Product Strategy, Value Propositions, Competitive Analysis, Fundraising
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Exploratory Data Analysis, Data Presentation, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Data Storytelling, Pandas (Python Package), Statistical Methods, Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Box Plots, Scatter Plots, Correlation Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Generative AI, AI Product Strategy, Generative AI Agents, Data Integration, Data Strategy, Business Planning, Business Analysis, Data Quality, Technology Roadmaps, Business Solutions, Business Strategy, Stakeholder Communications, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Business Analytics, Dashboard, Data Analysis, Data Storytelling, Google Analytics, Marketing Analytics, Data-Driven Decision-Making, Business Metrics, Data Integration, Google Ads
Intermediate · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: Pandas (Python Package), Data Cleansing, Data Manipulation, NumPy, Query Languages, Data Integration, Python Programming, Data Import/Export, Data Analysis, Debugging
Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Programming Principles, Algorithms, Program Development, Computational Thinking, Python Programming, Analysis
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Team Performance Management, Stakeholder Engagement, Systems Thinking, Stakeholder Management, Project Management Institute (PMI) Methodology, Team Management, Project Risk Management, Project Management, Risk Management, Leadership, Governance, Change Management, Problem Solving
Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica del Perú
Skills you'll gain: User Story, Human Computer Interaction, Software Development Life Cycle, Functional Requirement, Unified Modeling Language, Requirements Analysis, Prototyping, Usability, Persona (User Experience), User Experience, User Interface (UI) Design, User Requirements Documents, User Research, Interaction Design, Human Centered Design, User Centered Design, System Requirements, Software Design, Software Engineering, Systems Development
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Extract, Transform, Load, Data Transformation, Jupyter, Google Cloud Platform, JSON, SQL
Advanced · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Spring Framework, Object-Relational Mapping, Cloud Security, Java, Scalability, Web Services, Cloud Services, Cloud Computing, JSON, Security Controls, Restful API, Web Applications, Object Oriented Design, Database Design, Software Design, Dependency Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: User Story, Requirements Elicitation, Requirements Management, Business Requirements, Requirements Analysis, Verification And Validation, Project Documentation, Functional Specification, User Acceptance Testing (UAT), Process Mapping, Interviewing Skills
Beginner · Course · 1 - 4 Weeks