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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: Free Trial
    Free Trial
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    Packt

    Securing Compute, Storage, and Databases in Azure

    Skills you'll gain: Microsoft Azure, Cloud Security, Data Security, Kubernetes, Security Controls, Hardening, Database Architecture and Administration, Authentications, Databases, Identity and Access Management, Cloud Storage, Infrastructure Security, Data Storage, Network Security, System Configuration, Continuous Monitoring, Encryption, Data Access, Key Management, Containerization

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    Logical Operations

    Advanced Python: Apps for Desktop, Database, and Web

    Skills you'll gain: Web Services, Web Applications, Web Development, Application Development, Database Application, User Interface (UI), Python Programming, Secure Coding, Restful API, Database Development, Databases, User Interface (UI) Design, Scripting, Relational Databases, Object Oriented Programming (OOP), Computer Programming, Software Development, Scripting Languages, Object Oriented Design, Programming Principles

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    What's New in .NET and C#

    Skills you'll gain: Cross Platform Development, C# (Programming Language), .NET Framework, Performance Tuning, Microsoft Development Tools, Security Software, Application Security

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Process Real-Time Data with Spark Streams

    Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Data Pipelines, PySpark, Scalability, Live Streaming, Data-Driven Decision-Making, Data Lakes, Fraud detection, Data Processing, Event Monitoring, Data Transformation, JSON, Event Management

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Analyze, Create, and Evaluate Cloud Security

    Skills you'll gain: Cloud Security, IT Security Architecture, DevSecOps, Security Controls, Security Information and Event Management (SIEM), AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Infrastructure Security, Cyber Security Assessment, Identity and Access Management, Cyber Security Policies, Cloud Computing, Vulnerability Management, Continuous Monitoring, Network Security, NIST 800-53, Authorization (Computing), Threat Detection, Auditing, Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Unreal Engine 5 – Create A Zombie Survivor FPS Game

    Skills you'll gain: Unreal Engine, Animation and Game Design, Video Game Development, Animations, 3D Assets, Game Design, Development Testing, Virtual Environment, Artificial Intelligence, User Interface (UI), Performance Tuning, System Implementation

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Evaluate, Create, and Analyze App Security

    Skills you'll gain: AI Security, Threat Modeling, Secure Coding, Vulnerability Scanning, Penetration Testing, Vulnerability Management, Dependency Analysis, Application Security, Cyber Security Assessment, Security Requirements Analysis, DevSecOps, Code Review, Risk Management Framework

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Coursera

    Advanced Contract Testing with Pact and Beyond

    Skills you'll gain: API Testing, Integration Testing, Continuous Deployment, Microservices, Software Versioning, Test Script Development, Continuous Integration, Test Automation, CI/CD, API Design, Verification And Validation

    Advanced · Course · 1 - 4 Weeks

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

    Coursera

    Optimize GenAI Performance: Monitor, Measure, Maintain

    Skills you'll gain: Dashboard Creation, System Monitoring, Dashboard, Application Performance Management, Continuous Monitoring, Event Monitoring, Performance Tuning, Service Level, Generative AI, Business Metrics, Service Level Agreement, Incident Management, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    S

    SkillUp

    Customer Identification Program - US

    Skills you'll gain: Compliance Training, Regulatory Compliance, Financial Regulation, Personally Identifiable Information, Workflow Management, Fraud detection, Financial Controls, Standard Operating Procedure, Event Monitoring, Data Validation, Financial Systems, Data Collection, Finance

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Implementing Frame-Mode MPLS

    Skills you'll gain: Multiprotocol Label Switching, Network Troubleshooting, Routing Protocols, Network Monitoring, Network Routers, Wide Area Networks, Network Routing, Network Protocols, Data Structures, System Configuration

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    Simplilearn

    Mailchimp Basics Training for Beginners

    Skills you'll gain: Data-Driven Marketing, Email Marketing, Email Automation, Marketing Analytics, Campaign Management, Marketing Automation, Target Audience, Marketing Strategies, Performance Analysis, Digital Marketing Tools, Web Presence, Customer Engagement, Cross-Channel Marketing, Account Management, Dashboard, Customer Data Management, Configuration Management

    Beginner · Course · 1 - 4 Weeks

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

  • Securing Compute, Storage, and Databases in Azure: Packt
  • Advanced Python: Apps for Desktop, Database, and Web: Logical Operations
  • What's New in .NET and C#: Packt
  • Process Real-Time Data with Spark Streams: Coursera
  • Analyze, Create, and Evaluate Cloud Security: Coursera
  • Unreal Engine 5 – Create A Zombie Survivor FPS Game: Packt
  • Evaluate, Create, and Analyze App Security: Coursera
  • Advanced Contract Testing with Pact and Beyond: Coursera
  • Optimize GenAI Performance: Monitor, Measure, Maintain: Coursera
  • Customer Identification Program - US: SkillUp

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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