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.

University of Pennsylvania
Skills you'll gain: Dental Care, Patient Evaluation, Dental Procedures, Oral Health, Dental Hygiene, Periodontology, Oral Cancer Screening, Medical History Documentation, Pain Management, Anatomy, Clinical Assessment
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Big Data, Tensorflow, Real Time Data, Data Architecture, Extract, Transform, Load, Data Warehousing, Apache Spark, Unstructured Data, Apache Hadoop, Data Security, Applied Machine Learning, MLOps (Machine Learning Operations), Feature Engineering, Data Management, Data Processing
Intermediate · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Version Control, GitHub, Debugging, Git (Version Control System), Unit Testing, Data Structures, Data Manipulation, Python Programming, Software Testing, Scripting, Computer Programming, Web Development, Algorithms, Integrated Development Environments, Object Oriented Programming (OOP), Jupyter
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Responsible AI, Data Ethics, Human Computer Interaction, User Experience Design, Human Centered Design, Human Factors, AI Product Strategy, Personally Identifiable Information, Information Privacy, General Data Protection Regulation (GDPR), Artificial Intelligence, Design Thinking, Machine Learning
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Linux, Operating System Administration, Operating Systems, Integrated Development Environments, File Systems, Internet Of Things, Development Environment, Embedded Systems, Python Programming, OS Process Management, Computer Hardware, UI Components, Computer Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: AI Orchestration, AI Workflows, LangChain, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Context Management, Software Design Patterns, Software Development, Python Programming
Intermediate · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Market Data, Financial Modeling, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, Portfolio Management, Business Valuation, Capital Budgeting, Securities (Finance), Mortgage Loans, Market Analysis, Financial Market, Risk Analysis, Equities, Investments, Microsoft Excel
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Front-End Web Development, React.js, JavaScript Frameworks, Web Development, UI Components, HTML and CSS, Software Testing, Javascript, Development Testing, Event-Driven Programming, Context Management
Intermediate · Course · 1 - 4 Weeks

Princeton University
Skills you'll gain: Programming Principles, Computer Programming, Object Oriented Programming (OOP), Performance Tuning, Data Structures, Java Programming, Java, Program Development, File I/O, Computational Thinking, Computer Science, Algorithms, Animations, Debugging
Beginner · Course · 1 - 3 Months

The University of Sydney
Skills you'll gain: Creative Problem-Solving, Problem Solving, Creative Thinking, Brainstorming, Analytical Skills, Critical Thinking, Complex Problem Solving, Case Studies, Research, Communication
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Computer Vision, Image Analysis, Applied Machine Learning, Transfer Learning, Machine Learning, Google Cloud Platform, Model Evaluation, Data Preprocessing, Cloud API
Advanced · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Unit Testing, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Debugging, Data Structures, Software Testing, Programming Principles
Intermediate · Course · 1 - 4 Weeks