Cluster analysis courses can help you learn data segmentation, pattern recognition, and the identification of natural groupings within datasets. You can build skills in evaluating clustering methods, interpreting results, and applying statistical techniques to real-world problems. Many courses introduce tools like R, Python, and specialized software for data visualization, that support implementing clustering algorithms and analyzing complex data structures.

MathWorks
Skills you'll gain: Plot (Graphics), Scripting, Matlab, Data Manipulation, Mathematical Modeling, Data Analysis, Data Visualization, Data Visualization Software, Descriptive Statistics, Interactive Data Visualization, Exploratory Data Analysis, Data Mapping, Data Cleansing, File Management, Technical Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: User Feedback, Employee Surveys, Customer Insights, Customer experience improvement, Microsoft 365, Market Research, User Research, Target Audience, Key Performance Indicators (KPIs), Data Analysis Software, Marketing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Clinical Documentation, LLM Application, Healthcare Ethics, Health Informatics, Treatment Planning, Diagnostic Radiology, Medical Imaging, Natural Language Processing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Tenacity, Persistence, Personal Attributes, Persona Development, Personal Development, Human Development, Self-Awareness, Case Studies, Resilience, Empathy & Emotional Intelligence, Growth Mindedness, Overcoming Obstacles, Lifelong Learning, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Social Sciences, Emotional Intelligence, Cultural Diversity
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, Multimodal Prompts, Responsible AI, Embeddings, Prompt Engineering, AI Security, Autoencoders, Vision Transformer (ViT), Model Deployment, Image Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Workflows, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Query Languages
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Human Capital, Human Resource Strategy, Change Management, Talent Management, Organizational Strategy, HR Tech, Crisis Management, Talent Acquisition, Workforce Development, Team Management, Leadership Development, People Analytics, Leadership, Cultural Diversity, Mentorship
Intermediate · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Case Law, Social Justice, World History, Political Sciences, Storytelling, Policy Analysis, Diversity Awareness
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Stakeholder Management, Corporate Sustainability, Stakeholder Engagement, Innovation, Business Strategy, Stakeholder Analysis, Business Management, Business Ethics, Design Thinking, People Management, Business Modeling, Corporate Finance, Social Impact, Organizational Structure, Entrepreneurship, Fundraising, Diversity and Inclusion, Sustainable Business, Internet Of Things, Emerging Technologies
Beginner · Specialization · 3 - 6 Months
Northeastern University
Skills you'll gain: Quality Assessment, Program Evaluation, Value-Based Care, Health Systems, Patient Safety, Quality Improvement, Performance Measurement, Health Policy, Scientific Methods, Performance Analysis, Performance Reporting
Beginner · Course · 1 - 4 Weeks