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

Skills you'll gain: Data Storage, File Systems, Servers, Data Management, Disaster Recovery, Data Integrity, Data Security, Configuration Management, System Configuration, Scalability, Software Installation
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Global Marketing, Consumer Behaviour, Marketing Planning, Marketing, Cultural Sensitivity, Marketing Management, Branding, Marketing Strategies, Market Analysis, Brand Management, Cultural Diversity, Product Marketing, Product Promotion, Market Opportunities, Strategic Planning
Build toward a degree
Beginner · Course · 1 - 3 Months

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Electrical Engineering, Physics, Materials science, Applied Mathematics, Mechanics, Electronics, Engineering Analysis, Differential Equations, Mathematical Modeling, Calculus
Advanced · Course · 1 - 3 Months

Universidad de Chile
Skills you'll gain: Preventative Care, Community Mental Health Services, Crisis Intervention, Mental Health, Risk Analysis, Patient Education and Support, Mental Health Counseling, Stress Management, Psychiatric Assessments, Safety and Security, Family Support, Public Health
Mixed · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Computer Vision, Image Analysis, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Algorithms, Supervised Learning, Machine Learning, Deep Learning, Feature Engineering, Artificial Neural Networks, Algorithms, Histogram
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Estimation, Linear Algebra, Physics, Engineering Calculations, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Calculus, Differential Equations, Physical Science
Build toward a degree
Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Property Management, Property and Real Estate, Real Estate, Commercial Real Estate, Asset Management, Property Maintenance, Operational Performance Management, Operational Efficiency, Innovation, Technology Strategies
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Pipelines, Google Cloud Platform, Dataflow, Unstructured Data, MLOps (Machine Learning Operations), Data Warehousing, Looker (Software), Cloud Engineering, Data Processing, Data Lakes, Extract, Transform, Load, Data Infrastructure, Big Data, Real Time Data, Cloud Infrastructure, Tensorflow, Dashboard, Data Architecture, Database Architecture and Administration, Cloud Storage
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: AWS Kinesis, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Scalability, Forecasting, Feature Engineering, Algorithms, Machine Learning, Technical Design, Data Analysis, Real Time Data, Predictive Modeling, Applied Machine Learning, Data Modeling
Beginner · Specialization · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Entrepreneurship, Strategic Planning, Business Strategies, Business Development, New Business Development, Business Analysis, Entrepreneurial Finance, Collaboration, Case Studies, Analysis, Financial Analysis, Performance Analysis
Beginner · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Sustainable Business, Sustainable Development, Resource Utilization, Economic Development, Process Analysis, Corporate Sustainability, Waste Minimization, Proposal Development, Environmental Social And Corporate Governance (ESG), Innovation, Cost Benefit Analysis, Presentations
Beginner · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Machine Learning Methods, Data Analysis, Numerical Analysis, Applied Mathematics, Applied Machine Learning, Algorithms, Python Programming
Intermediate · Course · 1 - 3 Months