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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


  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Analyze Markets: Go/No-Go Decisions

    Skills you'll gain: Market Share, Market Analysis, Data Visualization, Competitive Analysis, Data Presentation, Market Intelligence, Market Data, Market Research, Competitive Intelligence, Data Storytelling, Market Opportunities, Data-Driven Decision-Making, Strategic Thinking, Strategic Decision-Making, Risk Management Framework, Regulatory Compliance, Trend Analysis, Business Risk Management, Risk Analysis, Due Diligence

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Learn C# by Building Applications

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Web Scraping, Programming Principles, Microsoft Visual Studio, Computer Programming, Data Structures, Software Design Patterns, File I/O, Application Development, Code Reusability, Integrated Development Environments, Microsoft Development Tools, Software Installation, Computational Logic, Algorithms, Hypertext Markup Language (HTML), Unit Testing

    Beginner · Course · 1 - 3 Months

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    Packt

    Azure Cloud Security Lab – Ethical Hacking Essentials

    Skills you'll gain: Security Testing, Cloud Security, Cyber Security Assessment, Penetration Testing, Microsoft Azure, Exploitation techniques, Security Controls, Azure Active Directory, Brute-force attacks, Email Security, Cloud Storage, Authentications, User Accounts, Identity and Access Management

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Version Control Essentials: Coding with Git & GitHub

    Skills you'll gain: Software Versioning, Release Management, Software Configuration Management, Software Installation, Code Review, System Configuration

    Beginner · Course · 3 - 6 Months

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    Packt

    Cloud Analytics with Google Cloud Platform

    Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Cloud Services, Cloud Computing, Big Data, Cloud Technologies, Analytics, Cloud Platforms, Dataflow, Data Processing, Cloud Solutions, Cloud Storage, Cloud Deployment, Data Lakes, Microsoft Azure, Data Pipelines, Real Time Data, Amazon Web Services, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Configuring and Managing Security Operations in Azure

    Skills you'll gain: Vulnerability Scanning, Microsoft Azure, Vulnerability Assessments, Cloud Security, Continuous Monitoring, Event Monitoring, Key Management, Cloud Management, Computer Security Incident Management, Vulnerability Management, System Monitoring, Cyber Security Assessment, Cyber Security Policies, Security Controls, Security Information and Event Management (SIEM), Incident Response, Security Management, Hybrid Cloud Computing, Multi-Cloud, IT Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    John Wiley & Sons

    Data Systems Foundations for Data Professionals

    Skills you'll gain: Database Systems, Database Management, Database Administration, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, Database Software, Database Theory, Transaction Processing, Scripting, Scripting Languages, Disaster Recovery, SQL, Data Security, NoSQL, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Simplest Guideâ„¢ to Base SAS & Advanced SAS

    Skills you'll gain: SAS (Software), Data Visualization, Plot (Graphics), Data Manipulation, Data Analysis, Statistical Programming, Data Import/Export, Data Visualization Software, Statistical Software, Data Processing, SQL, Data Management, Data Transformation, Code Reusability, Descriptive Statistics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Intermediate JavaScript & OOP Concepts

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Javascript, Application Deployment, Kanban Principles, Code Reusability, Data Persistence, Data Storage

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
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    Packt

    Automation with Ansible - Hands-on DevOps

    Skills you'll gain: Ansible, IT Automation, Devops Tools, Infrastructure as Code (IaC), DevOps, Kubernetes, YAML, Docker (Software), Scripting, Automation, Windows Servers, Data Security, Key Management, Debugging, Microsoft Windows, Software Installation, Configuration Management, Encryption

    Intermediate · Course · 3 - 6 Months

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    Packt

    Kibana 8.x – A Quick Start Guide to Data Analysis

    Skills you'll gain: Kibana, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Qualitative Research

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Cisco Unified Computing System

    Skills you'll gain: Data Centers, Cloud Infrastructure, Cloud Computing, Infrastructure Architecture, Data Infrastructure, Hybrid Cloud Computing, Network Infrastructure, Servers, Cloud Management, Computing Platforms, Hardware Architecture, System Configuration, Server Administration, Cloud Deployment, Networking Hardware, Computer Hardware, IT Automation

    Beginner · Course · 1 - 4 Weeks

1…766767768…801

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

  • Analyze Markets: Go/No-Go Decisions: Coursera
  • Learn C# by Building Applications: Packt
  • Azure Cloud Security Lab – Ethical Hacking Essentials: Packt
  • Version Control Essentials: Coding with Git & GitHub: Packt
  • Cloud Analytics with Google Cloud Platform: Packt
  • Configuring and Managing Security Operations in Azure: Packt
  • Data Systems Foundations for Data Professionals: John Wiley & Sons
  • The Simplest Guideâ„¢ to Base SAS & Advanced SAS: Packt
  • Intermediate JavaScript & OOP Concepts: Packt
  • Automation with Ansible - Hands-on DevOps: Packt

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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