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.

Johns Hopkins University
Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Graphing, Numerical Analysis, Python Programming, Mathematical Software, Algebra, Derivatives, Model Optimization
★ 4.9 (46) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Lean Manufacturing, Lean Methodologies, Process Mapping, Process Improvement and Optimization, Lean Six Sigma, Process Optimization, Process Improvement, Process Analysis, Business Process Improvement, Six Sigma Methodology, Business Process, Operational Efficiency, Quality Improvement, Process Design, Production Process, Continuous Improvement Process, Waste Minimization, Root Cause Analysis, Organizational Skills
Mixed · Course · 1 - 4 Weeks

Berklee
Skills you'll gain: Musical Composition, Post-Production, Music, Media Production, Video Editing, Music Performance, Editing, Automation, Electronic Media
★ 4.6 (16) · Intermediate · Course · 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Benefits Administration, Compensation and Benefits, Human Resource Policies, Tax Management, Human Resources, Communication Planning, Internal Communications, Health Care, Program Evaluation, Specialized Accounting, Managed Care, Administration, Insurance, Diversity and Inclusion
★ 4.8 (10) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Digital Signal Processing, Statistical Methods, Statistical Software, Regression Analysis, Data Transformation, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Wrangling, Data Analysis Software, Data Preprocessing, Unsupervised Learning, Statistical Modeling
★ 5 (11) · Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design, Bootstrap (Front-End Framework), Web Design and Development, Web Development, Web Applications, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Browser Compatibility, User Interface and User Experience (UI/UX) Design, User Experience Design, Requirements Analysis, Requirements Elicitation, Client Services, Javascript
★ 4.7 (56) · Mixed · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Intercultural Competence, Team Building, Team Leadership, Cultural Diversity, Team Motivation, Team Performance Management, Culture, Cultural Sensitivity, Team Collaboration, Diversity Awareness, Culture Transformation, Organizational Change, Leadership
★ 4.6 (549) · Beginner · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Network Troubleshooting, Scenario Testing, Desktop Support, Hardware Troubleshooting, Help Desk Support, Cloud Infrastructure, Information Technology, Technical Support, Technical Support and Services, Network Infrastructure, Cloud Computing, Simulations, System Support, General Networking, Cloud Services, Computer Hardware, Computer Networking, Network Security, Operating Systems
★ 3.3 (109) · Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Software Architecture, Amazon DynamoDB, Database Management, Cloud Applications, Databases, Amazon Web Services, Event-Driven Programming, API Gateway, Cloud Development, Serverless Computing, Python Programming, Cloud API, Application Deployment, Service Oriented Architecture, Microservices, Programming Principles, Scripting Languages, Application Development, Web Development, Automation
★ 4.6 (108) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Agile Software Development, Sprint Retrospectives, Agile Product Development, Continuous Improvement Process, Meeting Facilitation, Project Estimation, Team Management, Sprint Planning, Team Building, Collaborative Software, Team Leadership, Lean Methodologies, Case Studies, Leadership, Administration, Business
★ 5 (12) · Beginner · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Robotics, Machine Controls, Control Systems, Graph Theory, Engineering, Scientific, and Technical Instruments, Automation, Artificial Intelligence, Planning, Simulation and Simulation Software, Engineering, Simulations, Computer Science, Mechanics, Algorithms, Computer Programming, Virtual Environment, Spatial Data Analysis, Linear Algebra, Applied Mathematics, Design
★ 4.5 (83) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Security Information and Event Management (SIEM), Cloud Security, Azure Active Directory, Threat Detection, Microsoft Azure, Cyber Security Policies, Threat Management, Identity and Access Management, Security Controls, Endpoint Security, Endpoint Detection and Response, Cyber Attacks, Distributed Denial-Of-Service (DDoS) Attacks, Malware Protection, Computer Security Incident Management, Firewall, Incident Response, Event Management
★ 4.6 (174) · Beginner · Course · 1 - 4 Weeks