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: Text Mining, Data Processing, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Unstructured Data, Deep Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Development Environment, Machine Learning
Intermediate · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, Geographic Information Systems, GIS Software, Database Management, ArcGIS, Global Positioning Systems, Decision Support Systems, Data Modeling, Open Source Technology, Web Applications, Mobile Development
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Crisis Management, Business Consulting, Management Consulting, Leadership, Leadership and Management, Business Leadership, Corporate Communications, Strategic Communication, Business Communication, Trend Analysis
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: LLM Application, Google Gemini, Test Case, Code Review, Large Language Modeling, Software Documentation, Prompt Engineering, Debugging
Beginner · Project · Less Than 2 Hours

Skills you'll gain: MITRE ATT&CK Framework, Endpoint Security, Cyber Threat Hunting, Cyber Threat Intelligence, Endpoint Detection and Response, Cloud Security, Threat Detection, Cyber Operations, Threat Management, Microsoft Copilot, Malware Protection, Security Information and Event Management (SIEM), Microsoft Azure, Vulnerability Management, Cloud Computing, Incident Response, Computer Security Incident Management, Azure Active Directory, Hybrid Cloud Computing, Incident Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Program Development, Program Management, Project Design, Process Management, Business Process, Timelines, Process Flow Diagrams, Agile Methodology, Project Management Software, Project Management
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Google Cloud Platform, Digital Transformation, Responsible AI, Business Transformation, Artificial Intelligence, Data Quality, Business Intelligence, Analytics, Machine Learning, Applied Machine Learning, Cloud API
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Plotly, Dashboard, Data Analysis, Interactive Data Visualization, Jupyter, HTML and CSS, UI Components, Data Visualization Software, Real Time Data, Pandas (Python Package), Python Programming
Intermediate · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Team Leadership, Workforce Development, Social Skills, Professional Development, Interpersonal Communications, Willingness To Learn, Lifelong Learning, Adaptability, Leadership, Human Resources, Virtual Teams, Branding, Automation, Emerging Technologies, Remote Access Systems
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Python Programming, Programming Principles, Scripting, Jupyter, Computer Programming Tools, Data Storage
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Computer Programming, Program Development, Python Programming, Debugging
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: MLOps (Machine Learning Operations), CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Containerization, Scalability, Continuous Integration, DevOps, Data Infrastructure, IT Infrastructure, Infrastructure Architecture, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Continuous Monitoring, Real Time Data, Version Control
Intermediate · Course · 1 - 4 Weeks