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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

    Kibana 8.x – A Quick Start Guide to Data Analysis

    Skills you'll gain: Kibana, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Qualitative Research

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Building Applications with Blazor Server & WASM

    Skills you'll gain: Application Programming Interface (API), Web Applications, Restful API, UI Components, Back-End Web Development, Object-Relational Mapping, Data Modeling, Data Validation, Data Mapping

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    React JS Portfolio Builder 2026 - Hands-On Beginner Workshop

    Skills you'll gain: React.js, Application Deployment, UI Components, Frontend Integration, JavaScript Frameworks, Code Reusability, Web Applications, Application Programming Interface (API), Web Development Tools, Development Environment, Javascript, Context Management, User Interface (UI), Production Management

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    The Simplest Guide™ to Base SAS & Advanced SAS

    Skills you'll gain: SAS (Software), Data Visualization, Plot (Graphics), Data Manipulation, Data Presentation, Data Analysis, Statistical Programming, Data Import/Export, Data Visualization Software, Statistical Software, Data Processing, SQL, Data Transformation, Code Reusability, Descriptive Statistics

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Cybersecurity Technology and Response Strategies

    Skills you'll gain: Incident Response, Computer Security Incident Management, Security Controls, Incident Management, Business Continuity Planning, Security Management, Business Continuity, Disaster Recovery, Security Strategy, Cyber Security Strategy, Cybersecurity, Threat Management, Contingency Planning, Risk Management, Information Systems Security, Operational Risk, Risk Management Framework, Risk Analysis, Cyber Risk, Security Awareness

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Automate Workflows Quickly

    Skills you'll gain: Stakeholder Communications, Workflow Management, Technical Communication, Stakeholder Management, Jira (Software), Communication Planning, Dashboard, Project Documentation, IT Management, Project Management, Data Storytelling, Communication Strategies, User Feedback, Information Architecture, Data Visualization, Visual Design, IT Automation, Business Process Automation, Automation, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Usar o BigQuery ML para inferência

    Skills you'll gain: Analytics, Data Analysis, Applied Machine Learning, Model Training, Statistical Inference, Google Cloud Platform, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Optimize SQL and Vector Search Parameters

    Skills you'll gain: Performance Testing, Retrieval-Augmented Generation, Vector Databases, LLM Application, Performance Tuning, Query Languages, SQL, Benchmarking, System Monitoring, Secure Coding

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    프로덕션 머신러닝 시스템

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Google Cloud Platform, Model Optimization, Machine Learning Methods, Applied Machine Learning, Data Validation, Model Evaluation, Performance Tuning, Distributed Computing, Cloud Deployment, Hybrid Cloud Computing, Data Pipelines, Dependency Analysis

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Configuring MongoDB Atlas with BigQuery Dataflow Templates

    Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration

    Intermediate · Project · Less Than 2 Hours

  • 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: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Responsible AI, Explainability & Deployment

    Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming

    Intermediate · Course · 3 - 6 Months

1…813814815…834

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

  • Kibana 8.x – A Quick Start Guide to Data Analysis: Packt
  • Building Applications with Blazor Server & WASM: Packt
  • React JS Portfolio Builder 2026 - Hands-On Beginner Workshop: Packt
  • The Simplest Guide™ to Base SAS & Advanced SAS: Packt
  • Cybersecurity Technology and Response Strategies: John Wiley & Sons
  • Automate Workflows Quickly: Coursera
  • Usar o BigQuery ML para inferência: Google Cloud
  • Optimize SQL and Vector Search Parameters: Coursera
  • 프로덕션 머신러닝 시스템: Google Cloud
  • Configuring MongoDB Atlas with BigQuery Dataflow Templates: 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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