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: Responsible AI, Generative AI, Gemini, Google Cloud Platform, AI Enablement, AI Product Strategy, Cloud Infrastructure, AI Workflows, Artificial Intelligence, Data Centers, MLOps (Machine Learning Operations)
Beginner · Course · 1 - 3 Months

Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphics, Animation and Game Design
Advanced · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Applied Machine Learning, Model Evaluation, Artificial Intelligence, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: JavaScript Frameworks, Frontend Performance, Real Time Data
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Network Troubleshooting, Authentications, Debugging, Event Monitoring, System Monitoring, Application Deployment, API Design, Application Programming Interface (API), Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Web Scraping, Robotic Process Automation, Debugging, Business Process Automation, HR Tech, Test Automation, Automation, Workflow Management, Application Frameworks, Data Entry, Data Integration, Data Management, Employee Onboarding
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Pedagogy, Teaching, Simulations, Multilingualism, Mathematics Education, Instructional Strategies, Lesson Planning, Diversity Awareness, Education Software and Technology, Arithmetic, Student-Centred Learning
Beginner · Course · 1 - 3 Months

Skills you'll gain: Project Coordination, Project Schedules, Timelines, Microsoft Outlook, Data Visualization
Beginner · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Feature Engineering, Data Processing, Cloud Storage, Data Storage, DevOps, Data Modeling, Data Management, Data Security
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animation and Game Design, Animations, Computer Graphics, Video Game Development, Image Quality, Data Import/Export
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Kubernetes, Application Deployment, Prometheus (Software), Cloud-Native Computing, Docker (Software), DevOps, Containerization, Role-Based Access Control (RBAC), YAML, System Monitoring, Grafana, Command-Line Interface
Mixed · Course · 1 - 4 Weeks