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: Data Ethics, Responsible AI, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Machine Learning, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Generative AI, Google Cloud Platform, Federated Learning, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Ethics, Cloud Security, Data Security, Data Loss Prevention, Encryption
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Google Cloud Platform, Machine Learning, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Core Data (Software), iOS Development, UI Components, Data Store, Payment Systems, Maintainability, User Interface and User Experience (UI/UX) Design, Software Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Swift Programming, UI Components, Apple iOS, iOS Development, Mobile Development, Apple Xcode, Responsive Web Design, User Interface (UI) Design, User Interface (UI), Code Reusability, Interactive Design, Algorithms, Software Design, Animations, Software Design Patterns, Data Modeling
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Computer Vision, Deep Learning, Reinforcement Learning, Data Storytelling, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Logistic Regression, Financial Data, Marketing Analytics, Environmental Management Systems, Data-Driven Decision-Making, Transfer Learning, Descriptive Analytics, Data Presentation
Earn a degree
Degree · 1 - 4 Years

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Infrastructure, Cloud Infrastructure, Cloud Storage, Data Storage, Cloud Services, Model Deployment, Model Training, Data Storage Technologies, Data Processing, Data Preprocessing, Kubernetes, Data Pipelines, MLOps (Machine Learning Operations), Data Management, Capacity Management, File Systems
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Python Programming, Program Development, Game Design, Code Reusability, Computer Programming, Programming Principles, Functional Design, Development Environment, Computational Logic, Building Codes
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Spatial Analysis, C# (Programming Language)
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Security Software, Firewall, Data Integrity
Intermediate · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, Unsupervised Learning, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Data Storytelling, Classification Algorithms, Site Reliability Engineering, Deep Learning, Natural Language Processing, Project Management Institute (PMI) Methodology, Biomedical Engineering, Artificial Intelligence, Financial Data, Marketing Analytics, Systems Thinking, Cloud Deployment
Earn a degree
Degree · 1 - 4 Years