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: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Client Services, Customer Service, Customer and Client Support, Client Support, Customer Complaint Resolution, Customer Relationship Building, Customer experience improvement, Personalized Service, Customer Engagement, Service Recovery, Customer Retention, Verbal Communication Skills, Customer Success Management, Communication, Customer Insights, Communication Strategies, Business Communication, Long Term Care, Business, Business Strategies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Cost Accounting, Cost Control, Financial Analysis, Management Accounting, Budget Management, Strategic Planning, Health Care Administration, Cost Containment, Cost Management, Operating Cost, Budgeting, Financial Data, Planning, Accounting, Financial Management, Financial Accounting, Finance, Analysis, Leadership, Decision Making
Mixed · Course · 1 - 3 Months

Stanford Online
Skills you'll gain: Descriptive Statistics, Statistics, Probability & Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Analysis, Statistical Machine Learning, Statistical Visualization, Data Collection, Probability Distribution, Correlation Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Securities (Finance), Loans, Securities Trading, Lending and Underwriting, General Lending, Capital Markets, Loan Documentation, Commercial Lending, Brokerage, Financial Market, Credit Risk, Equities, Finance, Financial Management, Risk Management, Operations, Risk Analysis, Analysis, Job Analysis, Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: User Research, Cascading Style Sheets (CSS), User Experience Design, Design Research, Linux Commands, Unix, Usability, User Centered Design, Debugging, User Interface (UI), Software Visualization, Web Content Accessibility Guidelines, Pseudocode, Hypertext Markup Language (HTML), User Interface and User Experience (UI/UX) Design, Javascript, UI Components, Unit Testing, Mobile Development Tools, Code Reusability
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Arizona State University
Skills you'll gain: English Language, Environmental Issue, Language Competency, Vocabulary, Grammar, Language Learning
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Text Mining, Data Preprocessing, Natural Language Processing, Data Mining, Data Processing, Classification Algorithms, Unstructured Data, Feature Engineering, Data Manipulation, Data Cleansing, Python Programming, Applied Machine Learning, Unsupervised Learning, Model Training, Supervised Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Teamwork, Collaboration, Team Building, Team Collaboration, Resilience, Team Performance Management, Motivational Skills, Team Motivation, Enthusiasm, Positivity, Growth Mindedness, Employee Engagement, Self-Motivation, Open Mindset, Communication Strategies, Communication, Productivity, Course Development, Environment, Growth Strategies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Intellectual Property, Property and Real Estate, Real Estate, Property Management, Civil Law, Property Accounting, Property Maintenance, Legal Strategy, Property Inspection, Legal Proceedings, Legal Research, Regulation and Legal Compliance, Design, Knowledge Transfer, Strong Work Ethic
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Brochures, Microsoft Word, Photo Editing, Promotional Materials, Marketing Materials, Layout Design, Marketing Design, Graphic Design, Microsoft Office, Typography, Graphic and Visual Design, Microsoft Project, Image Quality, Design, Creative Design, Marketing, Digital Marketing Campaigns, Digital Content, Digital Marketing, Business
Mixed · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Claude Code, Prompt Engineering, Agentic systems, ChatGPT, Anthropic Claude, Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Multimodal Prompts, Generative AI, Agentic Workflows, AI Personalization, Software Development Tools, Artificial Intelligence and Machine Learning (AI/ML), Software Engineering, Software Development, Automation, Software Architecture, Software Testing, Software Design
Beginner · Specialization · 3 - 6 Months