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.

Howard University
Skills you'll gain: Data Wrangling, Linear Algebra, Regression Analysis, Data Manipulation, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Applied Mathematics, Statistical Modeling, Mathematical Software, Supervised Learning, Algebra, Data Visualization Software, Jupyter, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming
Beginner · Specialization · 3 - 6 Months

Technion - Israel Institute of Technology
Skills you'll gain: Ideation, Brainstorming, Innovation, Creative Problem-Solving, Creative Thinking, Creativity, Operations Management, Resourcefulness, Thought Leadership, Problem Solving, Strategic Thinking, Visionary, Curiosity, Solution Delivery, Presentations, Persistence
Mixed · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Data Storytelling, Microsoft Excel, Data Visualization, Data Analysis, Data Cleansing, ChatGPT, Data Integration, Data Transformation, Data Validation, Exploratory Data Analysis, Prompt Engineering, LLM Application, Data Quality, Generative AI
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Sustainable Development, Sustainable Systems, Innovation, Environmental Science, Environmental Issue, Sustainability Standards, Environment, Socioeconomics, Social Justice, Climate Change Adaptation, Economic Development, Climate Change Mitigation, Case Studies
Build toward a degree
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Community Outreach, Social Justice, Discussion Facilitation, Diversity Awareness, Advocacy, Diversity Equity and Inclusion Initiatives, Community Development, Diversity Training, Interviewing Skills, Cultural Sensitivity, Interpersonal Communications, Sociology, Intercultural Competence, Cultural Diversity, Storytelling, Multimedia
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Engineering Analysis, Thermal Management, Hydraulics, Mechanical Engineering, Simulations, Numerical Analysis, Mathematical Modeling, Chemical Engineering, Differential Equations, Scientific Visualization, Physics
Intermediate · Course · 1 - 3 Months

Scrimba
Skills you'll gain: Integrated Development Environments, Software Development Tools, Software Installation, Code Review, System Configuration, Debugging, Prompt Engineering, Artificial Intelligence, Generative AI, Program Development, Web Development Tools, Software Development, Web Development
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Child Development, Advocacy, Research, Research Methodologies, Social Sciences, Data Collection, Social Network Analysis, Anthropology, Human Development, Nutrition and Diet, Environmental Issue, Biology
Beginner · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Image Analysis, Mobile Development, Python Programming, Internet Of Things, Image Quality, Embedded Software, Development Environment
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Generative AI, Applied Machine Learning, Machine Learning Methods, Text Mining, Artificial Neural Networks, Machine Learning, Deep Learning, Data Processing
Intermediate · Guided Project · Less Than 2 Hours

Northwestern University
Skills you'll gain: Data-Driven Decision-Making, Strategic Sourcing, Operational Analysis, Operations Management, Business Operations, Capacity Planning, Supply Chain, Competitive Analysis, Strategic Decision-Making, Business Strategy, Supplier Relationship Management, Case Studies, Return On Investment, Planning, Financial Analysis
Mixed · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Business Transformation, Artificial Neural Networks, Machine Learning, Deep Learning, Sales, Writing
Beginner · Course · 1 - 4 Weeks