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: Other Programming Languages, Memory Management
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Lakes, Google Cloud Platform, Data Architecture, Data Infrastructure, Data Warehousing, Data Governance, Metadata Management, Data Management, Applied Machine Learning, Data Storage, Cloud Storage, Cloud Solutions, Machine Learning Methods, Advanced Analytics, Data Processing, Open Source Technology
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Splunk, Software Installation, Analytics, Event Monitoring, Data Processing, Network Monitoring, Data Transformation, Application Deployment, Operating System Administration
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Google Cloud Platform, Data Infrastructure, Extract, Transform, Load, Data Architecture, Managed Services, Data Collection, Data Processing, Cloud Services, Applied Machine Learning, Data Transformation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Application Security, Incident Response, Intrusion Detection and Prevention, Network Security, Cybersecurity, Cyber Attacks, Data Security, Hardening, Data Loss Prevention, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Vulnerability Assessments, Multi-Factor Authentication, System Configuration, Scripting, Linux Commands, Bash (Scripting Language), Linux, Scripting Languages, Python Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Creative Design
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: OpenAI API, TypeScript, Development Environment, Full-Stack Web Development, AI Integrations, Cloud Deployment, JavaScript Frameworks, Email Automation, Web Applications, User Interface (UI), Git (Version Control System)
Intermediate · Course · 1 - 3 Months

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

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

Universidad de los Andes
Skills you'll gain: Design Thinking, Reinforcement Learning, Organizational Strategy, Engineering Management, Technology Strategies, Classification Algorithms, Systems Thinking, Project Management, Feasibility Studies, Recurrent Neural Networks (RNNs), Financial Statements, Infrastructure Security, Environmental Social And Corporate Governance (ESG), Agile Software Development, Data Ethics, Environmental Management Systems, Product Development, Asset Management, Project Risk Management, AI Integrations
Earn a degree
Degree · 1 - 4 Years

Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Hypothesis Testing, Statistical Methods, Spatial Data Analysis, Cryptography, Object Oriented Programming (OOP), SAS (Software), Text Mining, Financial Data, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Data Preprocessing, Control Systems, Embedded Software, Internet Of Things, Machine Controls, User Interface (UI), Engineering, Scientific, and Technical Instruments, Embedded Systems
Credit offered
Graduate Certificate · 6 - 12 Months