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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
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    EDUCBA

    MonoGame Development: Design, Build & Animate Games

    Skills you'll gain: Computer Graphics, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Animation and Game Design, Video Game Development, Game Design, C# (Programming Language), Animations, Program Development, Software Installation

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
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    Microsoft

    Code and framework based agent development

    Skills you'll gain: AI Orchestration, Prompt Patterns, AI Workflows, Agentic Workflows, AI Integrations, OpenAI API, Token Optimization, Test Script Development, Context Management, Code Reusability, Secure Coding, Memory Management, Authentications

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    B

    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Alex Genadinik

    SMART Goals And Beyond: Goal Setting Using Latest Research

    Skills you'll gain: Goal Setting, Smart Goals, Professional Development, Personal Development, Planning, Self-Motivation, Motivational Skills, Decision Making, Time Management, Prioritization, Psychology, Human Development, Scientific Methods, Behavioral Management

    Mixed · Course · 1 - 3 Months

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    Logical Operations

    CCNA: Network Security, Automation, and Troubleshooting

    Skills you'll gain: Network Troubleshooting, Network Administration, Network Security, Remote Access Systems, Software-Defined Networking, Computer Networking, Network Routing, TCP/IP, Wireless Networks, Network Architecture, Virtual Local Area Network (VLAN), Network Protocols, IT Automation, Hardware Troubleshooting, Automation

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Model Optimization, Tensorflow, Deep Learning, Model Training, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Statistical Analysis, Debugging, Verification And Validation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Automatic Data Processing, Inc. (ADP)

    Valuing Excellence

    Skills you'll gain: Team Building, Team Performance Management, Team Management, Teamwork, Team Leadership, Team Motivation, Productivity, Team Collaboration, Recognizing Others, Collaboration, Drive Engagement, Professional Development, Employee Engagement, Leadership, Goal Setting, Ideation, Discussion Facilitation, Coaching, Storytelling, Mindfulness

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Board Infinity

    Mastering Scrum Framework for Agile Development

    Skills you'll gain: Sprint Planning, Scrum (Software Development), Agile Project Management, Agile Methodology, Sprint Retrospectives, Backlogs, Performance Metric, Performance Reporting, Management Reporting, Project Management, Meeting Facilitation, Cross-Functional Team Leadership, Cross-Functional Collaboration, Dependency Analysis, Conflict Management, Estimation

    2.9
    Rating, 2.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Intro to Managing Resources Using Infrastructure-as-Code

    Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Program Development, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Devops Tools, Cloud Platforms, Cloud Deployment, Firewall, Application Deployment, Security Controls, IT Automation, Bash (Scripting Language)

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Cloud Security, Resiliency, and Vulnerability Management

    Skills you'll gain: Infrastructure as Code (IaC), Endpoint Security, Vulnerability Management, Cloud Computing Architecture, Cloud Security, Cyber Threat Intelligence, Vulnerability Assessments, Vulnerability Scanning, Cyber Attacks, Network Architecture, Cloud Computing, Threat Management, Cloud Infrastructure, Zero Trust Network Access, Cybersecurity, Cyber Security Strategy, Network Security, Cloud Deployment, Application Security, Infrastructure Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Discovering BI: From Warehousing to Interactive Dashboards

    Skills you'll gain: Business Intelligence, Data Warehousing, Business Intelligence Software, Dashboard, Dashboard Creation, Databases, Data Analysis, Interactive Data Visualization, Data-Driven Decision-Making, Analysis, Data Visualization Software

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Build Interactive Bank Pages Using JavaScript

    Skills you'll gain: Event-Driven Programming, Web Applications, Application Development, Web Design and Development, Javascript, Hypertext Markup Language (HTML), JavaScript Frameworks, Front-End Web Development, Transaction Processing, Data Validation

    Beginner · Course · 1 - 4 Weeks

1…569570571…763

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

  • MonoGame Development: Design, Build & Animate Games: EDUCBA
  • Code and framework based agent development: Microsoft
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • SMART Goals And Beyond: Goal Setting Using Latest Research: Alex Genadinik
  • CCNA: Network Security, Automation, and Troubleshooting: Logical Operations
  • 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
  • Valuing Excellence: Automatic Data Processing, Inc. (ADP)
  • Mastering Scrum Framework for Agile Development: Board Infinity
  • Intro to Managing Resources Using Infrastructure-as-Code: Codio
  • Cloud Security, Resiliency, and Vulnerability Management: 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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