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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
    E

    EDUCBA

    PMI-ACP Exam Prep: Agile Foundations & Planning

    Skills you'll gain: Stakeholder Management, Agile Project Management, Stakeholder Engagement, Sprint Planning, Stakeholder Analysis, Agile Methodology, Stakeholder Communications, Project Planning, Requirements Management, Release Management, Project Management Institute (PMI) Methodology, Backlogs, Project Scoping, Scope Management, Timelines, Project Estimation, Prioritization, Estimation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Database Development, Performance Tuning, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Management, Data Storage

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Master JMeter on Live Apps for Performance Testing

    Skills you'll gain: Test Script Development, Performance Testing, Performance Stress Testing, Test Tools, Verification And Validation, Software Testing, Test Data, Data Validation, Scripting, Scenario Testing, Proxy Servers, Distributed Computing, Software Installation, System Monitoring, Servers, Configuration Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    AI Engineering Masterclass: From Zero to AI Hero

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Supervised Learning, Feature Engineering, Probability & Statistics, Transfer Learning, NumPy, Matplotlib, Model Training, Model Optimization, Convolutional Neural Networks, Deep Learning, Applied Machine Learning, Statistics, Data Visualization, Keras (Neural Network Library), Statistical Hypothesis Testing, Fine-tuning, Machine Learning Methods, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Build iOS Apps with Swift UI Components

    Skills you'll gain: Application Development, Application Lifecycle Management, User Interface (UI) Design, Data Validation, Code Reusability

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Understanding Cisco Collaboration Foundations

    Skills you'll gain: Network Monitoring, Network Troubleshooting, Hybrid Cloud Computing, Telecommunications, Collaboration, Dynamic Host Configuration Protocol (DHCP), Wide Area Networks, User Accounts, Virtual Private Networks (VPN), Cloud Deployment, Cloud-Based Integration, Firewall, User Provisioning, Network Performance Management, Internal Communications, Network Administration, Session Initiation Protocols, System Configuration, Administration, Product Management

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Data Meets Design – Business PowerPoint Skills

    Skills you'll gain: Data Visualization, Storytelling, Diagram Design, Action Oriented, Concision, Branding

    Intermediate · Course · 3 - 6 Months

  • D

    Duke University

    Setup Python

    Skills you'll gain: Package and Software Management, Program Development, Virtual Environment, Development Environment, Software Configuration Management, Software Installation, Configuration Management, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Vector Databases Deep Dive

    Skills you'll gain: Database Systems, Database Management Systems, Database Theory, Databases, Data Storage Technologies, Dimensionality Reduction, Anomaly Detection, Scalability, Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Build Advanced Ruby Applications Through Projects

    Skills you'll gain: Object Oriented Design, Ruby (Programming Language), Performance Tuning, Data Persistence, Secure Coding, File I/O, Maintainability, Application Design, Software Engineering, Application Development, Object Oriented Programming (OOP), Code Reusability, Application Security, Performance Testing, Unit Testing, Application Lifecycle Management, Dataflow, Scalability, Software Design, Debugging

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Data Visualization with Python & R for Engineers

    Skills you'll gain: Data Storytelling, Data Literacy, Data Visualization, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Plot (Graphics), Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Data Processing, Unstructured Data, Graphing, Big Data, Programming Principles, Python Programming, NumPy, Computer Programming

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Back-End Infrastructure: Servers, Secure APIs and Data

    Skills you'll gain: API Design, Back-End Web Development, Data Security, Application Programming Interface (API), IT Infrastructure, Application Security, Infrastructure Security, Data Integrity, Servers, Server Administration

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • PMI-ACP Exam Prep: Agile Foundations & Planning: EDUCBA
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Master JMeter on Live Apps for Performance Testing: Packt
  • AI Engineering Masterclass: From Zero to AI Hero: Packt
  • Build iOS Apps with Swift UI Components: EDUCBA
  • Understanding Cisco Collaboration Foundations: Cisco Learning and Certifications
  • Data Meets Design – Business PowerPoint Skills: Packt
  • Setup Python: Duke University
  • Vector Databases Deep Dive: Packt
  • Build Advanced Ruby Applications Through Projects: EDUCBA

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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