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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


  • P

    Packt

    Linux Crash Course for Beginners - 2023

    Skills you'll gain: System Monitoring, Shell Script, Bash (Scripting Language), User Accounts, Linux Commands, Linux, Systems Administration, Linux Administration, User Provisioning, Operating System Administration, Network Troubleshooting, System Configuration, File Management, File Systems, Command-Line Interface, Remote Access Systems, Network Administration, Software Installation, Virtualization and Virtual Machines, Virtual Machines

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    J

    John Wiley & Sons

    CompTIA DataSys+ Study Guide

    Skills you'll gain: Database Administration, Disaster Recovery, Database Architecture and Administration, Database Systems, Database Management, Database Management Systems, Operational Databases, Data Maintenance, Relational Databases, Databases, Database Design, Data Management, Business Continuity Planning, Database Software, Database Theory, Transaction Processing, Data Governance, Data Security, SQL, Business Continuity

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    PL-400 Exam Preparation & Capstone: Real-World Projects

    Skills you'll gain: Application Lifecycle Management, Microsoft Power Platform, Power Platform Architecture & Technical Design, Software Development Life Cycle, Application Development, DevOps, Application Deployment, Database Design, Usability Testing, Development Testing, Data Integration, Microsoft Development Tools, Solution Design, Scenario Testing, Simulations, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Agentic AI Content for Practitioners: Product

    Skills you'll gain: Agentic Workflows, Prompt Engineering, Agentic systems, Prompt Patterns, AI Workflows, Generative AI Agents, AI Personalization, Context Engineering, AI literacy, Human Computer Interaction, Human Centered Design, Responsible AI, Experience Design, User Flows, Design Strategies

    Intermediate · Course · 1 - 4 Weeks

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    I

    Imperial College London

    Mission Led Innovation: Designing a Sustainable Future

    Skills you'll gain: Creativity, Innovation, Design Thinking, Sustainable Design, Research and Design, Solution Design, Sustainable Development, Scalability, Social Impact, Business Architecture, Human Centered Design, Sustainable Engineering, Prototyping, Environmental Issue

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Free Trial
    C

    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
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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

  • Status: New
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    P

    Packt

    Mobile Devices, Security, and Operational Procedures

    Skills you'll gain: Endpoint Security, Incident Response, Mobile Security, Incident Management, Information Technology Operations, Security Awareness, Security Controls, Malware Protection, Operating System Administration, Desktop Support, Email Security, Android (Operating System), Data Maintenance, Multi-Factor Authentication, Peripheral Devices, System Configuration, Apple iOS, Data Loss Prevention, Data Security, Hardware Troubleshooting

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - Bahasa Indonesia

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Customer Relationship Management, Predictive Modeling, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), SQL, Google Cloud Platform, Jupyter, Business Workflow Analysis, Query Languages, Big Data

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - Español

    Skills you'll gain: Google Gemini, Gemini, Generative AI, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Jupyter, Google Cloud Platform, SQL, Applied Machine Learning, Customer Relationship Management, Query Languages, Customer Data Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    MS Teams – Security, Compliance, and Advanced Administration

    Skills you'll gain: Microsoft Teams, Data Loss Prevention, Data Governance, Compliance Management, Role-Based Access Control (RBAC), Windows PowerShell, Enterprise Application Management, Security Controls, Continuous Monitoring, Security Management, Identity and Access Management, Cyber Security Policies, System Monitoring, System Configuration, Information Assurance, Event Monitoring, Legal Technology

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Experience Essentials: Unlocking the UX Process with Miro

    Skills you'll gain: User Experience Design, User Experience, Experience Design, Prototyping, UI/UX Research, Miro AI, Wireframing, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

1…736737738…784

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

  • Linux Crash Course for Beginners - 2023: Packt
  • CompTIA DataSys+ Study Guide: John Wiley & Sons
  • PL-400 Exam Preparation & Capstone: Real-World Projects: Board Infinity
  • Agentic AI Content for Practitioners: Product: Coursera
  • Mission Led Innovation: Designing a Sustainable Future: Imperial College London
  • Orchestrate, Analyze, and Evaluate AI Deployments: Coursera
  • Security-Driven Software Development: Packt
  • Mobile Devices, Security, and Operational Procedures: Packt
  • Work with Gemini Models in BigQuery - Bahasa Indonesia: Google Cloud
  • Work with Gemini Models in BigQuery - Español: 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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