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.
Universidad de los Andes
Skills you'll gain: User Story, Software Testing, Test Automation, Version Control, Continuous Integration, Unified Modeling Language, Git (Version Control System), Software Architecture, Software Design Patterns, JavaScript Frameworks, Usability, Software Design, Web Content Accessibility Guidelines, Test Script Development, Application Frameworks, Regression Testing, Test Data, Systems Architecture, Angular, Maintainability
Mastertrack · 6 - 12 Months

Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, 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

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Model Deployment
Degree · 1 - 4 Years

Georgetown University
Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Surveys, Business Strategy, Competitive Intelligence, Design Thinking, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, Leadership Studies, International Relations, Supplier Risk Management
Degree · 1 - 4 Years

Northeastern University
Graduate Certificate · 6 - 12 Months
Multiple educators
Beginner · Specialization
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Data Storytelling, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Strategic Decision-Making, Project Management Life Cycle, Forecasting, Logistic Regression, Data-Driven Decision-Making, Statistical Machine Learning, Environmental Management Systems, Dashboard, Data Cleansing, Simulations
Degree · 1 - 4 Years

Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Hypothesis Testing, Statistical Methods, Spatial Data Analysis, Cryptography, Object Oriented Programming (OOP), SAS (Software), Text Mining, Financial Data, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, Unsupervised Learning, LLM Application, Cloud-Native Computing, Model Deployment, Continuous Deployment, Reinforcement Learning, Data Storytelling, Computer Vision, Biomedical Engineering, Natural Language Processing, Classification Algorithms, Systems Thinking, Artificial Intelligence, Strategic Decision-Making, Recurrent Neural Networks (RNNs), Forecasting, Cost Management
Degree · 1 - 4 Years

Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Differential Equations, Data Processing, Data Visualization Software, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, General Mathematics, Advanced Mathematics, Mathematical Modeling
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