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: Legal Risk, Responsible AI, Data Ethics, Generative AI, Personally Identifiable Information, Law, Regulation, and Compliance, Engineering Software, Information Privacy, Regulation and Legal Compliance, Artificial Intelligence, Data Security, Case Studies, Diversity Awareness, Ethical Standards And Conduct, Governance, Mitigation
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Restful API, Database Design, API Design, MongoDB, Database Management, Authentications, Application Programming Interface (API), Relational Databases, Databases, Authorization (Computing), Secure Coding, NoSQL, SQL, Node.JS, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Active Directory, Software Installation, System Configuration, Microsoft Servers, Microsoft Intune (Mobile Device Management Software), Hyper-V, Enterprise Architecture, System Implementation, Configuration Management, IT Infrastructure, Mac OS, Virtual Machines, Microsoft Azure, System Requirements, Scalability
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Video Game Development, Game Design, Programming Principles, Scripting Languages, User Interface (UI), Event-Driven Programming, Animations, Debugging
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Teams, Microsoft 365, Team Management, Group Policy, Azure Active Directory, User Accounts, User Provisioning, System Configuration, Identity and Access Management, Product Lifecycle Management, Windows PowerShell, Network Planning And Design, Network Performance Management, Security Controls
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Docker (Software), Containerization, DevOps, Application Deployment, Scalability, YAML, Performance Tuning, Disaster Recovery, Command-Line Interface
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Animation and Game Design, Unreal Engine, Animations, 3D Assets, Computer Graphics, Virtual Environment, Augmented and Virtual Reality (AR/VR), Video Game Development, Multimedia, Baking
Beginner · Course · 3 - 6 Months

Packt
Skills you'll gain: Django (Web Framework), Model View Controller, Authentications, Data Import/Export, Full-Stack Web Development, Web Development, Data Modeling, Object-Relational Mapping, Data Store, Cascading Style Sheets (CSS), Responsive Web Design, Javascript, User Interface (UI), Development Environment, Data Validation, Debugging
Intermediate · Course · 1 - 3 Months

Packt
Skills you'll gain: Application Programming Interface (API), Relational Databases, Databases, Authorization (Computing)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Databases, Data Processing, SQL, Data Analysis, Data Storage Technologies
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Generative AI, Applied Machine Learning, Machine Learning Methods, Deep Learning, Natural Language Processing, Artificial Neural Networks
Advanced · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Database Management Systems, Data Modeling, Database Design, Database Systems, Database Theory, Big Data, Unified Modeling Language, Database Architecture and Administration, Data Storage Technologies, Apache Hadoop, NoSQL, Apache Spark, Conceptual Design, MongoDB
Mixed · Course · 1 - 4 Weeks