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: Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Computer Vision, Tensorflow, Data Preprocessing, Deep Learning, Embeddings, Model Deployment, Applied Machine Learning, Python Programming, Supervised Learning, NumPy, Model Evaluation
Mixed · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Python Programming, Data Pipelines, Scripting, Computer Programming, Data-oriented programming, Scripting Languages, Software Engineering
Beginner · Guided Project · Less Than 2 Hours

Erasmus University Rotterdam
Skills you'll gain: Active Listening, Drive Engagement, Community Development, Discussion Facilitation, Environmental Issue, Stakeholder Engagement, Complex Problem Solving, Systems Thinking, Sustainable Development, Social Justice, Leadership, Governance
Intermediate · Course · 1 - 3 Months

Skills you'll gain: OpenShift, Jupyter, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Model Deployment, Data Storage
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Jenkins, Selenium (Software), GitHub, Git (Version Control System), Performance Testing, Continuous Integration, CI/CD, Apache Maven, Version Control, Java Programming, Test Automation, JUnit, Object Oriented Programming (OOP), Integration Testing, Browser Compatibility
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Embeddings, Classification Algorithms
Advanced · Course · 1 - 4 Weeks

Skillshare
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Programs, Diversity Awareness, Workplace inclusivity, Initiative and Leadership, Organizational Leadership, Leadership Development, Strategic Leadership, Organizational Change, Organizational Effectiveness, Case Studies, Goal Setting
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Generative AI Agents, HubSpot CRM, Sales Enablement, Customer Relationship Management (CRM) Software, Sales Process, Business Process Automation, Sales Management, Lead Generation, Workflow Management, AI Workflows, Agentic Workflows, Process Analysis, Sales, Automation, Data Entry, AI Enablement, Business Process Modeling, Data Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Scripting, Python Programming, Application Development, Test Script Development, Web Applications, AI Workflows, Jupyter, Data Analysis, Pandas (Python Package), Software Documentation, Debugging
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Prometheus (Software), Cloud-Native Computing, Docker (Software), Data Persistence, Amazon Web Services, DevOps, Scenario Testing, Cloud Computing, Role-Based Access Control (RBAC), Cloud Infrastructure, YAML, Network Troubleshooting, Ubuntu, System Monitoring, Cloud Computing Architecture, Virtual Networking
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Scope Management, Project Scoping, Stakeholder Management, Project Management, Expectation Management, Project Estimation, Conflict Management, Team Leadership, Resource Management, Verbal Communication Skills, Communication, Project Planning, Change Orders, Work Breakdown Structure, Team Management, Agile Methodology
Beginner · Course · 1 - 3 Months

AI Business School
Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, Productivity, Workflow Management, No-Code Development, AI Orchestration, AI Enablement, AI Personalization, Self Service Technologies, Artificial Intelligence, Generative AI, Customer Service, Digital Transformation, Automation, Operational Efficiency, Responsible AI, Innovation, Initiative and Leadership
Intermediate · Course · 1 - 4 Weeks