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.

Rice University
Skills you'll gain: Development Environment, Data Structures, File Management, Data Storage, Scripting, Python Programming, Program Development, Scripting Languages, Debugging
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Diversity Awareness, Social Justice, Diversity Training, Intercultural Competence, Cultural Diversity, Cultural Sensitivity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Game Design, Program Development, Python Programming, Computer Programming, Scripting, Scripting Languages, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

University of Washington
Skills you'll gain: Regression Analysis, Jupyter, Machine Learning Software, Applied Machine Learning, Image Analysis, Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Predictive Analytics, Deep Learning, Supervised Learning, Artificial Intelligence, Computer Vision, Unsupervised Learning, Text Mining, Natural Language Processing
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Sustainable Development, Sustainable Design, Driving engagement
Beginner · Course · 1 - 3 Months

University of Lausanne
Skills you'll gain: Laboratory Testing, Analytical Testing, Biochemistry, Legal Proceedings, Pharmacology, Sports Medicine, Culture, Social Sciences, Sociology, Social Determinants Of Health, Law, Regulation, and Compliance, Ethical Standards And Conduct
Mixed · Course · 1 - 4 Weeks

Universidad de Palermo
Skills you'll gain: Psychology, Cognitive Behavioral Therapy, Computational Thinking, Systems Thinking, Human Learning, Language Learning, Oral Comprehension, Scientific Methods, Research, Experimentation, Research Design
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, R (Software), Analytical Skills, General Mathematics, Statistics, Algebra, Systems Of Measurement, Correlation Analysis, Regression Analysis, Calculus, Geometry
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Requirements Elicitation, Requirements Analysis, Stakeholder Engagement, Requirements Management, Business Analysis, Performance Improvement, Business Requirements, Case Studies, Stakeholder Analysis, Governance, Business Process Modeling, Strategic Planning, Problem Solving, Prioritization
Beginner · Course · 1 - 4 Weeks

MathWorks
Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, X-Ray Computed Tomography, Data Import/Export, Biomedical Engineering, Matlab, Computer Vision, Deep Learning, Software Visualization, Machine Learning
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: LangChain, LLM Application, Large Language Modeling, Extract, Transform, Load, Data Processing, Data Import/Export, Semantic Web, Generative AI, Prompt Engineering, Document Management
Beginner · Project · Less Than 2 Hours

The State University of New York
Skills you'll gain: Digital Design, Infographics, Content Creation, Graphic Design, Multimedia, Brainstorming, Web Content, Planning, Information Management, Research, Literacy, Lifelong Learning, Computer Literacy, Critical Thinking, Data Ethics, Analytical Skills, Digital Communications, Intellectual Property, Investigation, Peer Review
Beginner · Specialization · 3 - 6 Months