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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


  • P

    Packt

    Linux Shell Scripting: Bash Essentials & Core Tools

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Linux Commands, Linux, Unix Commands, Unix, Command-Line Interface, Windows PowerShell, Scripting, Linux Administration, Operating System Administration, Scripting Languages, Data Pipelines, Mac OS, System Configuration, File I/O, File Management, Software Documentation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Imperial College London

    Introduction to Statistics & Data Analysis in Public Health

    Skills you'll gain: Analytical Skills, Science and Research, Sampling (Statistics), Statistical Hypothesis Testing, Data Literacy, Statistical Analysis, R (Software), Data Analysis, Statistical Software, Statistical Programming, Probability & Statistics, Statistical Methods, Data Analysis Software, R Programming, Statistics, Public Health, Statistical Inference, Descriptive Statistics, Probability Distribution

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

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

    Status: Free trial
    Free trial
  • T

    Tableau Learning Partner

    Introduction to Business Analytics

    Skills you'll gain: Data Literacy, Tableau Software, Business Analysis, Analytics, Business Analytics, Business Intelligence, Data Analysis, Data-Driven Decision-Making, Business Intelligence Software, Project Management, Descriptive Analytics, Predictive Analytics

    4.7 stars, 499 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (499) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Relational Databases (RDBMS)

    Skills you'll gain: Database Design, IBM DB2, Relational Databases, Database Systems, Database Development, Databases, Database Management, PostgreSQL, MySQL, Database Administration, Database Software, SQL, Database Management Systems, Database Architecture and Administration, Data Modeling, Data Import/Export, Data Integrity, Command-Line Interface

    4.6 stars, 795 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (795) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Искусственный Интеллект (ИИ) для всех

    Skills you'll gain: Market Opportunities, AI Product Strategy, Responsible AI, Technical Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Artificial Intelligence, Applied Machine Learning, AI literacy, Data Science, Artificial Neural Networks, Machine Learning, Discussion Facilitation, Deep Learning, Recruitment, Sales

    4.9 stars, 332 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (332) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Security Engineering for Agentic AI Systems

    Skills you'll gain: AI Security, Security Engineering, Hardening, Agentic Workflows, AI Integrations, Application Security, DevSecOps, IT Security Architecture, Agentic systems, Responsible AI, Secure Coding, Security Controls, Threat Modeling, Human Factors (Security), Cybersecurity, Generative AI Agents, Continuous Monitoring, Security Awareness, Artificial Intelligence, Authorization (Computing)

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • W

    Whizlabs

    Microsoft 365 Security, Identity & Administration Essentials

    Skills you'll gain: Microsoft Azure, Azure Active Directory, Cloud Security, Cyber Attacks, Security Controls, Multi-Factor Authentication, Data Security, Endpoint Detection and Response, Cloud Management, Identity and Access Management, Threat Management, Cloud Computing Architecture, Infrastructure Security, Software As A Service, Threat Detection, Hybrid Cloud Computing, Authentications

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Securing Accounts and Preventing Attacks in Business

    Skills you'll gain: Human Factors (Security), Incident Response, Cyber Attacks, Security Management, Cybersecurity, Cyber Security Strategy, Governance, Disaster Recovery, Computer Security Incident Management, Threat Detection, Enterprise Security, Data Security, Cyber Governance, Intrusion Detection and Prevention, Governance Risk Management and Compliance, Computer Security Awareness Training, Network Security, Risk Management, Social Skills, Business Strategies

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Introduction to C# Programming and Unity

    Skills you'll gain: Unity Engine, Object Oriented Programming (OOP), Debugging, C# (Programming Language), Video Game Development, Game Design, Computer Programming, Programming Principles, Development Environment, Data Storage, Scripting, Software Documentation

    4.7 stars, 2.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.5K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rice University

    An Introduction to Interactive Programming in Python (Part 1)

    Skills you'll gain: Event-Driven Programming, Application Development, Interactive Design, Video Game Development, Animations, Animation and Game Design, Programming Principles, Computer Graphics, Python Programming, Game Design, Program Development, Computer Programming, Computational Logic

    4.8 stars, 3.3K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (3.3K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Workspace with Gemini

    Skills you'll gain: Google Gemini, Prompt Engineering, Responsible AI, Storytelling, Video Production, Photo/Video Production and Technology, Gemini, Prompt Patterns, Gmail, Video Editing, Visual Storytelling, Productivity Software, Google Workspace, Multimodal Prompts, Workflow Management, Generative AI, Business Communication, Collaboration, Writing, Project Management

    4.7 stars, 597 reviews, Beginner, Specialization, 1 - 3 Months

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

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • T

    The George Washington University

    Essentials in Clinical Simulations Across the Health Professions

    Skills you'll gain: Clinical Practices, Program Standards, Nurse Education, Nursing, Health Education, Communication Strategies, Constructive Feedback, Professional Development

    4.8 stars, 1.2K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (1.2K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
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In summary, here are 10 of our most popular unsupervised learning courses

  • Linux Shell Scripting: Bash Essentials & Core Tools: Packt
  • Introduction to Statistics & Data Analysis in Public Health: Imperial College London
  • Introduction to Business Analytics: Tableau Learning Partner
  • Introduction to Relational Databases (RDBMS): IBM
  • Искусственный Интеллект (ИИ) для всех: DeepLearning.AI
  • Security Engineering for Agentic AI Systems: Packt
  • Microsoft 365 Security, Identity & Administration Essentials: Whizlabs
  • Securing Accounts and Preventing Attacks in Business: John Wiley & Sons
  • Introduction to C# Programming and Unity: University of Colorado System
  • An Introduction to Interactive Programming in Python (Part 1): Rice University

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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