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 Engineering, Data Manipulation, Data Warehousing, Cloud Development, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure, Data Storage, Database Management, Generative AI, Data Science, Data Import/Export, Machine Learning
Beginner · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Cloud Engineering, Python Programming, Big Data, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cybersecurity, Threat Modeling, Cyber Attacks, Mitigation, Cyber Security Strategy, Computer Security, Computer Security Awareness Training, Malware Protection, Data Security, Threat Detection, Information Privacy, Incident Response
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: JSON, Data Processing, Restful API, Application Programming Interface (API), Web Scraping, Debugging, Python Programming, Data Manipulation, Data Transformation, Data Structures, Data Collection
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: R Programming, Data Structures, Data Analysis, Integrated Development Environments, Data Science, Programming Principles, Data Import/Export, Web Scraping, Jupyter, Data Manipulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Model Evaluation, Natural Language Processing, Reinforcement Learning, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Peer Review, Grammar, Business Writing, Business Correspondence, Writing, Editing, Proofreading, Concision, Taking Meeting Minutes, Professionalism, Business Communication, Target Audience, Constructive Feedback
Mixed · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Eclipse (Software), Java, Java Programming, Integrated Development Environments, Development Environment, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Debugging
Beginner · Course · 1 - 4 Weeks

Georgia Institute of Technology
Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Vibrations, Engineering, Physics, Calculus, Mathematical Modeling
Mixed · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Network Analysis, Theoretical Computer Science, Data Structures, Computational Thinking, Linear Algebra, Data Processing, Computer Science, Image Analysis, Python Programming
Advanced · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Google Workspace, Digital Transformation, Cloud Solutions, Cloud Infrastructure, Cloud Applications, Collaborative Software, Business Transformation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Security, Cloud Computing, Infrastructure Architecture, Cost Management, Machine Learning, Data Storage
Beginner · Course · 1 - 4 Weeks
Google Cloud
Skills you'll gain: Email Security, User Provisioning, Google Workspace, Gmail, User Accounts, Data Governance, Email Automation, Google Gemini, Lightweight Directory Access Protocols, Data Loss Prevention, Identity and Access Management, Data Security, Data Management, Personally Identifiable Information, Cloud Security, Application Security, Group Policy, Document Management, Security Management, Technical Support
Beginner · Professional Certificate · 1 - 4 Weeks