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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
    New
    P

    Packt

    Terraform in Action - Build & Manage Cloud Infrastructure

    Skills you'll gain: Terraform, Azure Active Directory, Kubernetes, CI/CD, Azure DevOps Pipelines, Infrastructure as Code (IaC), Cloud Management, Azure DevOps, Cloud Infrastructure, Containerization, Microsoft Azure, Continuous Integration, Multi-Cloud, Cloud Deployment

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Future-Proofing Your Career in a Digital-First World

    Skills you'll gain: digital literacy, Constructive Feedback, Productivity, AI literacy, Relationship Building, Digital Brand Strategy

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    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

    Predict and Validate Regression Models in R

    Skills you'll gain: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Statistical Methods, Model Training, Verification And Validation, Plot (Graphics), Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universitat Politècnica de València

    Visualización de datos con Python

    Skills you'll gain: Pandas (Python Package), Matplotlib, Seaborn, Plot (Graphics), Data Visualization, Data Literacy, Data Visualization Software, Time Series Analysis and Forecasting, Data Storytelling, Statistical Visualization, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Graphing, Data Structures, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze, Create, and Secure Data with Zero Trust

    Skills you'll gain: Security Architecture Review, Investigation, Cyber Security Assessment, IT Security Architecture, Failure Analysis, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Launch Chroma Fast

    Skills you'll gain: Vector Databases, Database Architecture and Administration, Database Management, Machine Learning Methods, Data Import/Export, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Getting Started with Arch Linux - Build from the Ground Up

    Skills you'll gain: Devops Tools, Linux Administration, Cloud Deployment, Ansible, Docker (Software), Operating System Administration, DevOps, Package and Software Management, Systems Administration, Linux Servers, Infrastructure as Code (IaC), Linux, Hardening, Software Development Tools, Cloud Hosting, Cloud Platforms, Software Installation, System Configuration, Virtual Machines, Network Administration

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Microsoft Azure Data Fundamentals Exam Guide (DP-900)

    Skills you'll gain: Azure Synapse Analytics, Relational Databases, Power BI, Microsoft Azure, Data Store, Data Visualization, Database Management, Real Time Data, Interactive Data Visualization, Data Storage, Database Theory, Dashboard, Data Presentation, Databricks, Database Administration, Data Warehousing, Data Management, Data Architecture, Data Integrity, Data Analysis

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 简体中文

    Skills you'll gain: Gemini, Google Gemini, Applied Machine Learning, Generative AI, Customer Relationship Management, Predictive Modeling, Query Languages, SQL, AI Integrations, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    CertNexus

    ETBIZ (Exam ETZ-210)

    Skills you'll gain: Data Literacy, Data Science, Data Strategy, Internet Of Things, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping

    Mixed · Course · 1 - 3 Months

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

  • Linux Crash Course for Beginners - 2023: Packt
  • Terraform in Action - Build & Manage Cloud Infrastructure: Packt
  • Future-Proofing Your Career in a Digital-First World: Packt
  • Advanced Contract Testing with Pact and Beyond: Coursera
  • Predict and Validate Regression Models in R: Coursera
  • Visualización de datos con Python: Universitat Politècnica de València
  • Analyze, Create, and Secure Data with Zero Trust: Coursera
  • Launch Chroma Fast: Coursera
  • Getting Started with Arch Linux - Build from the Ground Up: Packt
  • Microsoft Azure Data Fundamentals Exam Guide (DP-900): 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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