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.

Skills you'll gain: Earned Value Management, Project Management Life Cycle, Project Controls, Project Portfolio Management, Project Schedules, Resource Allocation, Project Management Office (PMO), Work Breakdown Structure, Operational Excellence, Scheduling, Workflow Management, Data Visualization, Project Management, Project Planning, Planning, Cost Management, Administration, Operations, Construction, Analytics
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Speech Language Pathology, Pediatrics, Speech Therapy, Communication Disorders, Language Disorders, Child Health, Parent Communication, Disabilities, Developmental Disabilities, Childhood Education and Development, Neurology, Sensory Systems Analysis, Public Health, Child Development, Rehabilitation, Diagnostic Tests, Public Health and Disease Prevention, Patient Treatment, Special Education, Clinical Assessment
★ 4.9 (238) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: API Gateway, Amazon CloudWatch, API Design, Amazon Web Services, Cloud-Based Integration, Microservices, Event-Driven Programming, Cloud Deployment, Data Validation
★ 5 (13) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Design Process, Finite Element Methods, Engineering Analysis, Cloud Engineering, Hydraulics, Verification And Validation
★ 4.6 (294) · Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Problem Solving, Agentic systems, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Artificial Neural Networks, Statistical Modeling, Probability Distribution, Decision Intelligence, Convolutional Neural Networks, Logical Reasoning, Algorithms, Human Development, Behavioral Economics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Theoretical Computer Science, Psychology
★ 4.4 (374) · Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Generative AI, Model Deployment, Generative Model Architectures, Cloud Deployment, Model Training
★ 4.5 (197) · Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: AI Personalization, Digital Transformation, AI Product Strategy, User Interface and User Experience (UI/UX) Design, Experience Design, Persona (User Experience), User Experience Design, User Experience, User Centered Design, User Interface (UI), UI/UX Research, Artificial Intelligence, Design Research, Wireframing, Design Reviews, User Story, Prototyping, Responsible AI, Presentations, Prompt Patterns
★ 3.8 (38) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Education Software and Technology, Virtual Environment, Teaching, Collaborative Software, Data Sharing, Google Workspace
★ 4.8 (239) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Development Environment, Data Persistence, Software Architecture, Data Storage, Back-End Web Development, Spring Boot, MySQL, Data Management, WordPress, Front-End Web Development
★ 5 (12) · Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Financial Statement Analysis, Financial Statements, Operations Management, Financial Analysis, Selling Techniques, Operations, Supply Chain, Business Operations, Operational Efficiency, Sales, Balance Sheet, Sales Process, Supply Management, Business Management, Logistics Management, Marketing, Promotional Strategies, Advertising, Marketing Strategies, Business Economics
★ 4.5 (26) · Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Microsoft Azure, Infrastructure As A Service (IaaS), Network Administration, Network Infrastructure, Cloud Deployment, Cloud Computing, Data Storage, Cloud Management, Network Planning And Design, Dashboard Creation, Cloud Platforms
★ 4.4 (512) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Applied Machine Learning, Convolutional Neural Networks, Deep Learning, Model Optimization, Machine Learning, Computer Vision
★ 4.7 (78) · Intermediate · Guided Project · Less Than 2 Hours