Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

The George Washington University
Skills you'll gain: Patient Safety, Clinical Leadership, Health Technology, Health Informatics, Health Care Administration, Continuous Quality Improvement (CQI), Safety Assurance, Health Policy, Healthcare Industry Knowledge, Health Care, Healthcare Ethics, Job Safety Analysis, Organizational Change, Change Management, Systems Of Measurement
Beginner · Course · 1 - 3 Months

Multiple educators
Skills you'll gain: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management
Intermediate · Professional Certificate · 3 - 6 Months

Universidad de los Andes
Skills you'll gain: File I/O, Plot (Graphics), Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Data Processing, Algorithms, Data Import/Export, Computer Programming, Pandas (Python Package), Debugging, Data Manipulation, Data Structures, Graphing, Data Analysis, Computational Logic
Beginner · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, Debugging, File I/O, Data Structures, Python Programming, JSON, Computer Programming, Programming Principles, Software Installation, Package and Software Management
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering
Beginner · Specialization · 3 - 6 Months

American Psychological Association
Skills you'll gain: Substance Abuse, Mental Health Diseases and Disorders, Clinical Psychology, Mental and Behavioral Health, Mental Health Therapies, Psychiatry, Psychological Evaluations, Mental Health, Substance Abuse Counseling, Psychology, Cognitive Behavioral Therapy, Psychiatric Assessments, Patient Evaluation, Behavioral Health, Psychotherapy, Culture, Cultural Sensitivity, Epidemiology, Pharmacology, Psychosocial Assessments
Beginner · Specialization · 3 - 6 Months

Sage Publications
Skills you'll gain: B2B Sales, Sales Strategy, Consumer Behaviour, Sales, Sales Management, Business Marketing, General Sales Practices, Selling Techniques, Marketing Channel, Brand Loyalty, Sales Process, Marketing Strategies, Marketing, Customer Analysis, Sales Enablement, Specialized Sales, Cross-Channel Marketing, Marketing Effectiveness, Business-To-Consumer, Sales Support
Beginner · Course · 1 - 3 Months

The University of Tokyo
Skills you'll gain: Language Competency, Adaptability, Student Support and Services, Program Evaluation, Student Engagement, Academic Advising, Culture, Formal Learning, Planning, Multilingualism, Program Development, Education and Training, Project Planning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Front-End Web Development, React Redux, React.js, JavaScript Frameworks, Full-Stack Web Development, Web Applications, User Interface (UI), Web Development, UI Components, Code Reusability, Javascript, Event-Driven Programming, Application Programming Interface (API), Dataflow
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: LangChain, LLM Application, Tool Calling, AI Workflows, Generative AI Agents, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Data Visualization, Agentic systems, Analytics, Software Development
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Facebook, Fundraising, Fundraising and Crowdsourcing, Social Media, Social Media Content, Social Media Marketing, Social Media Management, Event Marketing, Social Media Strategy, Shared Media, Event Management, Content Scheduling, Content Strategy, Drive Engagement, Public Affairs, General Sales Practices, Content Creation, Selling Techniques, Online Advertising, Communication
Intermediate · Course · 1 - 3 Months