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.

University of Maryland, College Park
Skills you'll gain: Artificial Intelligence, Automation, AI Integrations, Natural Language Processing, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Organizational Effectiveness, Scalability, Organizational Change, AI Workflows, Technical Consulting, Responsible AI, Operational Efficiency, Technology Strategies, Performance Measurement, Procurement
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Strategic Planning, Stakeholder Engagement, Strategic Leadership, Organizational Strategy, Plan Execution, Case Studies, Drive Engagement, Business Planning, Business Leadership, Stakeholder Management, Resource Allocation, Stakeholder Communications, Strategic Thinking, Non-Profit Accounting, Strategic Decision-Making, Conflict Management, Public Administration, Leadership Development, Discussion Facilitation, Stakeholder Analysis
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Ajax, Responsive Web Design, Cascading Style Sheets (CSS), jQuery, HTML and CSS, Hypertext Markup Language (HTML), Javascript and jQuery, Application Deployment, Web Design, Web Design and Development, Web Development, Semantic Web, Web Applications, UI Components, Javascript, User Interface (UI), Data Validation, Payment Systems, Data Persistence
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Apache Cassandra, Query Languages, Database Development, Data Maintenance, Data Modeling, Java Programming, Enterprise Application Management, Data Manipulation, Back-End Web Development, Distributed Computing, Full-Stack Web Development, Database Management, Transaction Processing, Program Development, Business Logic, Application Design, Performance Tuning, Frontend Integration, Data Integrity, Data Management
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Performance Analysis, AI literacy, Performance Measurement, AI powered creativity, Storytelling, Content Development and Management, Emerging Technologies
Beginner · Course · 1 - 3 Months

University of California, Santa Barbara
Skills you'll gain: Employee Retirement Income Security Act, Family and Medical Leave Act of 1993, Compensation Analysis, Benefits Administration, Workers Compensation, Human Resources, Human Resource Policies, Benefits Enrollment Processes, Labor Compliance, Compensation Management, Human Resource Management, Legal Risk, Labor Law, Civil Law, Law, Regulation, and Compliance, Human Resources Management and Planning, Compliance Management, Disabilities, HR Tech, Record Keeping
Beginner · Specialization · 1 - 3 Months

Northeastern University
Skills you'll gain: Machine Learning Methods, Competitive Analysis, AI Enablement, Machine Learning, Applied Machine Learning, Responsible AI, Machine Learning Algorithms, Business Strategy, Data Ethics, Technology Strategies, Business Strategies, Strategic Thinking, Market Analysis, AI Integrations, Business Analysis, Ethical Standards And Conduct, Strategic Decision-Making, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Machine Learning, Network Architecture, Data Science
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Postman API Platform, API Testing, Data Validation, Application Programming Interface (API), Restful API, Verification And Validation, Performance Tuning, Microservices, Performance Testing, Test Tools, Security Controls, Data Integrity, Authentications
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI literacy, Cybersecurity, Computer Security Awareness Training, AI Personalization, Incident Response, Mitigation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage, Security Controls, Data Transformation, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Encryption, Data Analysis, Role-Based Access Control (RBAC)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Model Training, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Data Analysis
Mixed · Course · 1 - 4 Weeks