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: Jupyter, MLOps (Machine Learning Operations), Model Deployment, AI Workflows, Google Cloud Platform, Data Preprocessing, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Applications, AI Integrations, Data Integration, Data Storage Technologies, Applied Machine Learning, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon CloudWatch, Key Management, Amazon Elastic Compute Cloud, Amazon Web Services, Amazon S3, Infrastructure Security, Cloud Security, Security Controls, Cloud Infrastructure, AWS CloudFormation, Network Security, Cryptography, Network Infrastructure, Encryption, Virtual Networking, Cloud Storage, Network Monitoring, Event Monitoring, Incident Response, Incident Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Interactive Design, File I/O, Computer Graphic Techniques, Memory Management
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

Skills you'll gain: Unreal Engine, Post-Production, Virtual Reality, Virtual Environment, 3D Modeling, Computer Graphics, Landscape Architecture, Visualization (Computer Graphics), Video Game Development, Computer Graphic Techniques, Game Design, Design Software, Application Design, Graphical Tools, Software Design, Image Quality, Design and Product, Performance Tuning, Software Development, Open Mindset
Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Application Security, DevSecOps, Secure Coding, Security Testing, Software Development Life Cycle, Threat Modeling, Continuous Monitoring, Security Requirements Analysis, Continuous Deployment, Security Controls, CI/CD, Program Development, Computer Security, System Monitoring, Security Awareness, Vulnerability Assessments, Product Lifecycle Management, Computer Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AWS CloudFormation, Amazon Web Services, Amazon CloudWatch, Amazon Elastic Compute Cloud, Infrastructure as Code (IaC), Cloud Management, Cloud Deployment, Cloud Computing Architecture, Cloud Security, Security Controls, Key Management, Continuous Monitoring, Event Monitoring, Encryption
Intermediate · Course · 1 - 3 Months

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

Skills you'll gain: Apple iOS, iOS Development, Swift Programming, UI Components, Animations, User Interface (UI), Mobile Development, User Interface (UI) Design, Interactive Design, Motion Graphics, Computer Graphic Techniques, Computer Graphics
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Unity Engine, UI Components, User Interface (UI), Video Game Development, Scalability, User Interface (UI) Design, Game Design, UI/UX Strategy, User Interface and User Experience (UI/UX) Design, C# (Programming Language), Frontend Performance, Human Computer Interaction, Performance Tuning, Performance Testing, Cross Platform Development, Design and Product, Event-Driven Programming, Scripting, Software Development Tools, Debugging
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Jupyter, AI Workflows, Model Deployment, Google Cloud Platform, Data Preprocessing, Virtual Machines, Computing Platforms, Development Environment, Collaborative Software
Beginner · Course · 1 - 4 Weeks