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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


  • M

    Microsoft

    Cybersecurity Tools and Technologies

    Skills you'll gain: Intrusion Detection and Prevention, Vulnerability Management, Penetration Testing, Security Testing, Vulnerability Assessments, Cyber Security Assessment, Threat Detection, Vulnerability Scanning, Firewall, Virtual Private Networks (VPN), Network Security, Security Software, Cyber Operations, Microsoft Azure, Cloud Security, Remote Access Systems, Test Tools, Windows PowerShell, System Testing, Command-Line Interface

    4.8 stars, 203 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (203) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Advanced API Testing with Postman

    Skills you'll gain: Continuous Delivery, Continuous Integration, Web Services, Application Programming Interface (API), Test Tools, Software Testing, Service Oriented Architecture, Test Execution Engine

    4.9 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    XML - Beginner Level

    4.4 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Mastering Azure Databricks for Data Engineers

    Skills you'll gain: Databricks, CI/CD, Apache Spark, Microsoft Azure, Data Governance, Data Lakes, Data Architecture, Integration Testing, Continuous Integration, Continuous Deployment, Data Infrastructure, Real Time Data, Data Integration, Data Pipelines, IT Automation, Data Management, Automation, Data Storage, Metadata Management, File Systems

    4.4 stars, 58 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (58) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Business intelligence and data analytics: Generate insights

    Skills you'll gain: Data Presentation, Data Visualization, Data Storytelling, Data Ethics, SAS (Software), Interactive Data Visualization, Business Analytics, Data Literacy, Dashboard Creation, Dashboard, Analytics, Demand Planning, Probability & Statistics, Data-Driven Decision-Making, Analytical Skills, Business Intelligence, Data Analysis, Advanced Analytics, Trend Analysis, Forecasting

    4.6 stars, 466 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (466) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Advanced Accounting and Reporting

    Skills you'll gain: Hedge Accounting, Revenue Recognition, International Financial Reporting Standards, Lease Contracts, Contract Accounting, Financial Reporting, Credit Risk, Accounting, Financial Accounting, Portfolio Management, Financial Auditing, Insurance, Insurance Policies, Technical Accounting, Standard Accounting Practices, Business Valuation, Financial Analysis, Risk Management, Securities (Finance), Mergers & Acquisitions

    5 stars, 13 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (13) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents with Model Context Protocol

    Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Agentic systems, Tool Calling, Context Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Security, AI Enablement, Prompt Patterns, Prompt Engineering, ChatGPT, AI Personalization, AI Product Strategy, Anthropic Claude, Multimodal Prompts, Generative AI

    4.6 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze & Apply Commercial Banking Operations

    Skills you'll gain: Commercial Banking, Banking Services, Bank Regulations, Commercial Lending, Banking, Financial Regulation, General Lending, Loans, Lending and Underwriting, Financial Regulations, Cash Management, Payment Systems, Regulatory Compliance, Regulatory Requirements, Deposit Accounts, Financial Services, Credit Risk, Working Capital, Payment Processing and Collection, Payment Processing

    4.7 stars, 14 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (14) · Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Perform data science with Azure Databricks

    Skills you'll gain: PySpark, Databricks, Apache Spark, MLOps (Machine Learning Operations), Microsoft Azure, Big Data, Data Lakes, Model Training, Machine Learning Methods, Data Processing, Deep Learning, Data Transformation, Model Deployment, Data Pipelines, Data Manipulation, Model Evaluation, Machine Learning, Distributed Computing, Exploratory Data Analysis

    3.1 stars, 80 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.1 (80) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Sales: Prospecting, Pitching, and Growth

    Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Process, AI Personalization, Proposal Writing, Sales Enablement, Sales Presentations, Responsible AI, Lead Generation, Sales Development, Data Visualization, Competitive Analysis, Prospecting and Qualification, Inside Sales, Microsoft Copilot, Sales Prospecting, Customer Relationship Management (CRM) Software, Generative AI, B2B Sales, Data-Driven Decision-Making

    4.4 stars, 64 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (64) · Intermediate · Specialization · 1 - 3 Months

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

    University of Colorado System

    C# Class Development

    Skills you'll gain: Unity Engine, Video Game Development, C# (Programming Language), Game Design, Object Oriented Design, Object Oriented Programming (OOP), Application Design, Software Design, Programming Principles, Application Development, Scripting

    4.8 stars, 68 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (68) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master AWS IoT: Build, Automate & Deploy Smart Systems

    Skills you'll gain: Internet Of Things, Network Protocols, Cloud Computing Architecture, Amazon Web Services, Cryptographic Protocols, Cloud Deployment, Cloud Engineering, Embedded Systems, TCP/IP, IT Automation, Cloud-Based Integration, Communication Systems, Python Programming, Authentications, Network Security, Program Development, System Configuration, Encryption, Software Installation, Real Time Data

    5 stars, 20 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (20) · Beginner · Course · 1 - 3 Months

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

  • Cybersecurity Tools and Technologies: Microsoft
  • Apply Advanced API Testing with Postman: EDUCBA
  • XML - Beginner Level: EDUCBA
  • Mastering Azure Databricks for Data Engineers: Packt
  • Business intelligence and data analytics: Generate insights: Macquarie University
  • Advanced Accounting and Reporting: EDUCBA
  • AI Agents with Model Context Protocol: Vanderbilt University
  • Analyze & Apply Commercial Banking Operations: EDUCBA
  • Perform data science with Azure Databricks: Microsoft
  • GenAI for Sales: Prospecting, Pitching, and Growth: Coursera

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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