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.

Google Cloud
Skills you'll gain: Big Data, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Collaborative Software, Application Programming Interface (API), Restful API, Software Development Tools, Software Documentation, Mockups, Test Tools, Software Versioning, Version Control
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Linux Administration, Linux, Linux Commands, Operating System Administration, User Acceptance Testing (UAT), Systems Administration, System Testing, Command-Line Interface, Service Management, User Accounts, File Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: React.js, UI Components, User Interface (UI), Web Development, Business Logic
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Management Systems
Beginner · Course · 3 - 6 Months

University of Maryland, College Park
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Paid media, Web Analytics, Web Analytics and SEO, Online Advertising, Digital Advertising, Marketing Effectiveness, A/B Testing, Applied Machine Learning, Marketing Automation, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Hypertext Markup Language (HTML), Bootstrap (Front-End Framework), Development Environment, Responsive Web Design, Version Control, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Application Deployment, Integrated Development Environments, Web Development Tools, Cloud Hosting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Platform As A Service (PaaS), .NET Framework, ASP.NET, Cloud Applications, Cloud Development, Cloud Hosting, Microsoft SQL Servers, Data Migration, Performance Tuning, Transact-SQL, Application Deployment, Application Performance Management, Model View Controller, Verification And Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sprint Retrospectives, Agile Methodology, Agile Project Management, Change Management, Agile Software Development, Organizational Change, Team Management, Team Building, Leadership Studies, Project Management, Sprint Planning, Communication
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Infrastructure as Code (IaC), Containerization, Application Deployment, CI/CD, Amazon Web Services, Amazon CloudWatch, AWS CloudFormation, Cloud Development, Continuous Deployment, Kubernetes, Docker (Software), Serverless Computing, API Gateway, Continuous Integration, System Monitoring, Continuous Monitoring, Application Performance Management, Scalability
Intermediate · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: Ansible, Software-Defined Networking, Computer Networking, JSON, Automation, Infrastructure as Code (IaC), Network Architecture, Application Programming Interface (API), Network Infrastructure, Network Monitoring, Network Switches, Network Planning And Design, Extensible Markup Language (XML), Configuration Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Active Listening, Interpersonal Communications, Constructive Feedback, Empathy, Diversity and Inclusion, Conflict Management, Communication, Emotional Intelligence, Teamwork, Expectation Management, Collaboration, Performance Review, Relationship Building
Intermediate · Course · 1 - 4 Weeks