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.

Coursera
Skills you'll gain: Responsible AI, Generative AI, AI Product Strategy, Google Cloud Platform, Cloud Management, Cloud Engineering, System Support, Data Ethics, Technical Communication, Strategic Planning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Big Data, Data Integration
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Environment, Visualization (Computer Graphics), Computer Graphics, Performance Tuning, Image Quality, Technical Design, Graphical Tools, Design Elements And Principles, Design, Creative Design, Aesthetics
Intermediate · Course · 3 - 6 Months

Board Infinity
Skills you'll gain: Data Literacy, Decision Making, Data Analysis, Analytical Skills, Case Studies, Logical Reasoning, Data-Driven Decision-Making, Deductive Reasoning, Data Presentation, Data Visualization, Complex Problem Solving, Numerical Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Development Environment, CI/CD, DevOps, Software Development Tools, GitHub, Integrated Development Environments, Generative AI, Software Documentation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Rmarkdown, Web Scraping, Geospatial Information and Technology, Microsoft Azure, Cloud Storage, Interactive Data Visualization, R Programming, Data Collection, Data Manipulation, Data Science, Data Visualization Software, Data Integration, Data Analysis, Data Ethics, Statistical Reporting, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months

University of Pittsburgh
Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Game Design, Video Game Development, Unreal Engine, User Interface (UI), Interactive Design, Animation and Game Design, User Interface and User Experience (UI/UX) Design, Virtual Environment, Computer Graphics, 3D Assets, Scripting, Artificial Intelligence, User Flows, Data Structures, Animations, Debugging, Performance Tuning, System Design and Implementation
Beginner · Specialization · 3 - 6 Months

Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), Technical Design, Computer-Aided Design, 3D Modeling, Design Elements And Principles
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Forecasting, Predictive Modeling, Data Manipulation, Anomaly Detection, Pandas (Python Package), Exploratory Data Analysis, Data Cleansing
Intermediate · Course · 1 - 4 Weeks

EDUCBA
Skills you'll gain: Authentications, Application Frameworks, Routing Protocols, Web Applications, Web Development, Unit Testing, Authorization (Computing), Functional Testing, Integration Testing, Application Security, Configuration Management, File Management
Advanced · Course · 1 - 3 Months

Skills you'll gain: Social Media Strategy, Social Media Marketing, Instagram, Video Editing, Professional Development, Digital Content, Branding, Portfolio Management, Promotional Strategies
Mixed · Course · 1 - 4 Weeks