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  • Unsupervised Learning

Unsupervised Learning Courses

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.

Popular Unsupervised Learning Courses and Certifications


  • U

    University of California, Irvine

    Interfacing with the Raspberry Pi

    Skills you'll gain: Internet Of Things, Application Programming Interface (API), TCP/IP, Web Services, Electronics, Control Systems, Embedded Systems, Network Protocols, USB, General Networking, Networking Hardware, Electronic Systems, Machine Controls, Hardware Design, Digital Signal Processing, Digital Communications, Computer Hardware, Python Programming

    4.7 stars, 1.6K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1.6K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A
    A

    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, Prompt Engineering Tools, AI Personalization, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Project Planning, Planning, Business Planning, Project Management, Business

    4.7 stars, 120 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (120) · Beginner · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • G

    Google

    Go Beyond the Numbers: Translate Data into Insights

    Skills you'll gain: Data Storytelling, Data Visualization, Exploratory Data Analysis, Data Visualization Software, Data Presentation, Interactive Data Visualization, Data Ethics, Tableau Software, Data Analysis, Data Cleansing, Data Manipulation, Data Transformation, Data Preprocessing, Data Wrangling, Technical Communication, Data Science, Data Quality, Data Validation, Python Programming

    4.7 stars, 929 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (929) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    S.P. Jain Institute of Management and Research

    Consumer Behavior

    Skills you'll gain: Consumer Behaviour, Marketing Psychology, Surveys, Qualitative Research, Market Research, Marketing, Customer Analysis, Business-To-Consumer, Customer Insights, Behavioral Economics, Marketing Strategies, Research, Research Methodologies, Research Design, Digital Transformation, Business Ethics, Decision Making, Persuasive Communication, Influencing, Sociology

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • C

    Chegg Skills

    Practical AI for Customer Service

    Skills you'll gain: Responsible AI, Operational Efficiency, Natural Language Processing, Data Ethics, Workflow Management, Customer Service, AI Enablement, Operations, Customer experience improvement, Customer experience strategy (CX), Customer Communications Management, AI literacy, Artificial Intelligence, Customer Support, Service Improvement, AI Personalization, Guest Relations, Prompt Engineering, Communication, Problem Solving

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Chegg Skills

    UX Design with AI

    Skills you'll gain: UI/UX Research, User Research, Design Research, User Experience Design, User Experience, UI/UX Strategy, Usability, Human Centered Design, Interaction Design, Journey Mapping, Product Design, Design Thinking, Visual Design, Wireframing, Figma (Design Software), Prototyping, Artificial Intelligence, Information Architecture, Web Content Accessibility Guidelines, Generative AI

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Modern Web Development Specialization

    Skills you'll gain: Restful API, CI/CD, Model View Controller, ASP.NET, Cloud Infrastructure, Continuous Deployment, Load Balancing, OAuth, Continuous Integration, Continuous Delivery, Cloud Computing, Cloud Applications, Cloud Deployment, Application Deployment, Cloud Computing Architecture, API Design, Web Applications, Web Development, .NET Framework, Microservices

    4.9 stars, 172 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (172) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Industrial Safety Engineering

    Skills you'll gain: Construction, Electrical Safety, Construction Inspection, Fall Protection

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • W

    Whizlabs

    Exam Prep SC-401: Microsoft Information Security Admin

    Skills you'll gain: Microsoft Copilot, Data Loss Prevention, Microsoft 365, Azure Active Directory, Microsoft Intune (Mobile Device Management Software), Vulnerability Management, Vulnerability Assessments, Personally Identifiable Information, Patch Management, Microsoft Azure, Data Governance, Identity and Access Management, Authentications, Cloud Security, Information Management, Records Management, Compliance Management, Compliance Auditing, Governance, Risk Management

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    Foundation of Agentic AI and LLM Architecture Training

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Orchestration, AI Workflows, LLM Application, Generative AI Agents, Workflow Management, AI Enablement, Business Workflow Analysis, Large Language Modeling, Decision Intelligence, Business Process Automation, Generative Model Architectures, Artificial Intelligence, Enterprise Application Management, Decision Making

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Personal Branding You Deliver a Great Elevator Pitch

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Web App Security & Real-World Penetration Testing Strategies

    Skills you'll gain: Penetration Testing, Exploitation techniques, Vulnerability Assessments, Cyber Security Assessment, Security Testing, Vulnerability Scanning, Risk Mitigation, Application Security, Test Tools, Authentications, Authorization (Computing), Web Applications, Remote Access Systems, Continuous Monitoring, Security Controls, Event Monitoring, Web Servers, Virtualization, Identity and Access Management, Linux

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular unsupervised learning courses

  • Interfacing with the Raspberry Pi: University of California, Irvine
  • Real-World AI for Everyone: Advancing Women in Tech
  • Go Beyond the Numbers: Translate Data into Insights: Google
  • Consumer Behavior: S.P. Jain Institute of Management and Research
  • Practical AI for Customer Service: Chegg Skills
  • UX Design with AI: Chegg Skills
  • Modern Web Development Specialization: EDUCBA
  • Industrial Safety Engineering: L&T EduTech
  • Exam Prep SC-401: Microsoft Information Security Admin: Whizlabs
  • Foundation of Agentic AI and LLM Architecture Training: Simplilearn

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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