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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
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    Coursera

    Orchestrate, Analyze, and Evaluate AI Deployments

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Delivery, DevOps, Containerization, Performance Analysis, Performance Metric, Performance Measurement, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Application Performance Management, Operational Analysis, Continuous Monitoring, Debugging, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    CertNexus

    CyberSec First Responder – Advanced (CFR-A): Analyze

    Skills you'll gain: Incident Response, Continuous Monitoring, Cybersecurity, Cyber Security Assessment, Cyber Attacks, Event Monitoring, Data Security, Vulnerability, System Monitoring, Analysis, Network Security, Network Monitoring, Criminal Investigation and Forensics, Linux Commands, System Configuration, Bash (Scripting Language), Python Programming, Scripting, Linux, Scripting Languages

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    Security-Driven Software Development

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Authentications, OAuth, Threat Management, Software Testing, Development Testing, Software Development Life Cycle, Unit Testing, Security Testing, Unified Modeling Language, Authorization (Computing), Single Sign-On (SSO), Databases, Security Software, Software Development, Cyber Security Assessment, Cyber Security Strategy, Cybersecurity

    Intermediate · Course · 3 - 6 Months

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    Packt

    CPRA Compliance: A Practical Implementation Guide

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Security Requirements Analysis, Personally Identifiable Information, Incident Response, Law, Regulation, and Compliance, Regulatory Compliance, Compliance Management, Data Security, Regulation and Legal Compliance, Incident Management, Regulatory Requirements, Encryption, Data Management, Data Access, Legal Risk, Data Sharing, Personal Attributes

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    U

    UiPath

    UiPath Automation Developer Professional

    Skills you'll gain: Robotic Process Automation, Test Automation, Business Process Automation, Automation, Computer Vision, Debugging, Development Testing, Image Analysis, Data Mapping, User Interface (UI), Data Import/Export, AI Enablement, Application Frameworks, Event-Driven Programming, Transaction Processing

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Skillshare

    Brand Identity Design: Develop an Efficient Workflow

    Skills you'll gain: Client Services, Presentations, Logo Design, Sales Presentations, Oral Expression, Brand Strategy, Branding, Workflow Management, Graphic Design, Creative Design, Verbal Communication Skills, Style Guides, Relationship Management, Process Management, Ideation, Customer Insights, Typography, Design Research, Business Research, Project Documentation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Colorado Boulder

    Fractions for Primary Education with PhET Simulations

    Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Arithmetic

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Apache Maven Essentials for Build Automation

    Skills you'll gain: Apache Maven, Build Tools, Continuous Integration, Integrated Development Environments, Configuration Management, Java Programming, Development Environment, Software Installation, Dependency Analysis, Automation, Java, Product Lifecycle Management, Maintainability, Extensible Markup Language (XML)

    Intermediate · Course · 1 - 3 Months

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    Packt

    Java for Beginners: Hands-On Course with Capstone Project

    Skills you'll gain: Object Oriented Programming (OOP), Java Programming, File I/O, Object Oriented Design, Java, Development Environment, Computer Programming, Programming Principles, Data Persistence, Integrated Development Environments, Memory Management, Debugging, File Management, Application Development, Data Structures

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Configuring Vector Search in Cloud SQL for PostgreSQL

    Skills you'll gain: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Packt

    Python Mastery: Build Web Apps, Automate Tasks & Explore AI

    Skills you'll gain: Plot (Graphics), File I/O, Scripting

    Intermediate · Course · 3 - 6 Months

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    Packt

    Unreal Engine 5 - Make AAA Game Vehicles

    Skills you'll gain: Unreal Engine, 3D Assets, Video Game Development, Virtual Environment, Game Design, Animation and Game Design, Data Import/Export, Fine-tuning

    Intermediate · Course · 1 - 3 Months

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

  • Orchestrate, Analyze, and Evaluate AI Deployments: Coursera
  • CyberSec First Responder – Advanced (CFR-A): Analyze: CertNexus
  • Security-Driven Software Development: Packt
  • CPRA Compliance: A Practical Implementation Guide: Packt
  • UiPath Automation Developer Professional: UiPath
  • Brand Identity Design: Develop an Efficient Workflow : Skillshare
  • Fractions for Primary Education with PhET Simulations: University of Colorado Boulder
  • Apache Maven Essentials for Build Automation: Packt
  • Java for Beginners: Hands-On Course with Capstone Project: Packt
  • Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud

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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