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: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Governance, AI Product Strategy, Ethical Standards And Conduct, Stakeholder Engagement, Case Studies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Typography, Python Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Zero Trust Network Access, Disaster Recovery, Data Migration, Cloud Computing Architecture, Network Security, Network Architecture, Cloud Solutions, Infrastructure As A Service (IaaS), Cloud Security, Cloud Services, Firewall, General Networking, Virtual Private Networks (VPN), Platform As A Service (PaaS), Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Authentications, UI Components, Full-Stack Web Development, Authorization (Computing), File Management, React.js, Application Deployment, Development Environment, JavaScript Frameworks, Web Development Tools, Web Applications, User Interface (UI), User Interface (UI) Design, Content Management, Data Modeling
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Oracle Databases, Performance Tuning, Database Architecture and Administration, Data Storage Technologies, Database Administration, Cloud Storage, Cloud Services, Disaster Recovery, Encryption
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Data Literacy, Unstructured Data, Data Ethics, Artificial Intelligence, Deep Learning, Machine Learning
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Ubuntu, Linux, Package and Software Management, Software Installation, Open Source Technology, Computing Platforms, Operating Systems, Desktop Support
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Programming Principles, Data Manipulation, Engineering Calculations, Linear Algebra, Data Structures, Development Environment
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Large Language Modeling, Semantic Web, Generative AI, Artificial Intelligence, Google Cloud Platform, Applied Machine Learning, Natural Language Processing, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Application Deployment, Windows PowerShell, Operating System Administration, Software Installation, Operating Systems, Package and Software Management, Microsoft Windows, System Configuration, IT Infrastructure, Image Quality, Simulations
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Customer Analysis, Machine Learning Methods, Artificial Intelligence, Generative AI, Data Integration, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Marketing Strategies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Post-Production, Autodesk Maya, Computer Graphics, Photography, 3D Modeling, Visualization (Computer Graphics), Adobe Photoshop, Image Quality
Intermediate · Course · 1 - 4 Weeks