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: AI literacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Model Training, Model Evaluation, Machine Learning, Model Deployment
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Salesforce Development, Salesforce, Middleware, CI/CD, Software Architecture, Solution Architecture, Continuous Deployment, Systems Architecture, Continuous Integration, Code Review, Force.com, Relational Databases, DevOps, API Design, Software Design, Software Design Patterns, Database Design, Security Architecture Review, System Design and Implementation, Scalability
Beginner · Course · 1 - 3 Months

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
University of North Texas
Skills you'll gain: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation Strategy, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Statistical Visualization, Global Marketing, Policy Development, Design Thinking, Public Policies, Probability & Statistics, Cultural Diversity, Digital Media Strategy, Music History, Sociology
Degree · 1 - 4 Years

Illinois Institute of Technology
Skills you'll gain: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, SQL, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation
Degree · 1 - 4 Years
University of Colorado Boulder
Skills you'll gain: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronics, Electronics Engineering, Electronic Systems, Computer Programming Tools, Software Development Tools, Embedded Software, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components
Graduate Certificate · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, LangChain, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Reinforcement Learning, Financial Statement Analysis, Data Storytelling, Classification Algorithms, Deep Learning, Computer Vision, Biomedical Engineering, Natural Language Processing, MLOps (Machine Learning Operations), Artificial Intelligence, Project Management Institute (PMI) Methodology, Fine-tuning, Responsible AI
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Unsupervised Learning, Plot (Graphics), Data Visualization, Exploratory Data Analysis, Supervised Learning, Model Optimization, Data Presentation, Data Cleansing, Model Evaluation, Graphing, Descriptive Analytics, Dimensionality Reduction, Predictive Modeling, Data Science, Data Analysis, Pandas (Python Package), Machine Learning Methods, Matplotlib, Database Management, Applied Machine Learning
Mastertrack · 6 - 12 Months
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Change Control, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Instructional Design, Continuous Quality Improvement (CQI), Learning Management Systems, Process Analysis, Education Software and Technology, Wholesaling, Digital pedagogy, Augmented and Virtual Reality (AR/VR), System Implementation, Solution Design, Design Elements And Principles
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: User Story, Software Testing, Test Automation, Unified Modeling Language, Version Control, Test Driven Development (TDD), Software Architecture, Git (Version Control System), Maintainability, JavaScript Frameworks, Usability, Web Content Accessibility Guidelines, Test Script Development, Application Frameworks, Agile Software Development, Software Design, Regression Testing, Test Data, Software Design Patterns, Angular
Mastertrack · 6 - 12 Months

Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Systems, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors
Degree · 1 - 4 Years

Northeastern University
Skills you'll gain: Data Storytelling, Software Quality Assurance, Object Oriented Design, Process Mapping, Generative AI, Open Web Application Security Project (OWASP), Text Mining, Systems Development Life Cycle, Database Design, Agile Software Development, Test Automation, Data Governance, Unsupervised Learning, Integration Testing, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, User Experience Design, Natural Language Processing
Degree · 1 - 4 Years