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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


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    Packt

    Full-Stack Development: React, .NET API & Advanced Features

    Skills you'll gain: Web Applications, Frontend Integration, Authentications, Front-End Web Development, Authorization (Computing), Application Programming Interface (API), Secure Coding, Role-Based Access Control (RBAC)

    Intermediate · Course · 1 - 3 Months

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    Coursera

    ETL Testing Basics for Databases

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Dataflow, Data Transformation, Data Wrangling, Data Integration, Databases, Data Processing, AI Workflows, AI Integrations, Database Management, Business Workflow Analysis, Performance Tuning, Process Design, Data Validation, Apache, Design

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Skillshare

    Affinity Photo: Beyond the Basics – Pro Compositing

    Skills you'll gain: Photo Editing, Photography, Post-Production, Computer Graphic Techniques, Color Matching, Image Quality, Graphic and Visual Design, Editing

    Intermediate · Course · 1 - 3 Months

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    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, Data Presentation, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Role-Based Access Control (RBAC), Qualitative Research

    Beginner · Course · 1 - 3 Months

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    Coursera

    Automate Data Onboarding, Validate, and Govern

    Skills you'll gain: Data Governance, General Data Protection Regulation (GDPR), Data Management, Metadata Management, Compliance Management, Data Integration, Cost Reduction, Data Maintenance, Data Processing, Information Privacy, Data Storage, Data Quality, Extract, Transform, Load, Scalability, Data Validation, Expense Management, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Apex Development and Salesforce Automation

    Skills you'll gain: Salesforce Object Query Language (SOQL), Salesforce, Web Services, Test Script Development, Memory Management, Unit Testing, Development Testing, Debugging, Code Reusability, Simple Object Access Protocol (SOAP), Object Oriented Programming (OOP), Data Management, Performance Tuning, Relationship Management

    Intermediate · Course · 3 - 6 Months

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    Packt

    Intermediate JavaScript & Best Practices

    Skills you'll gain: Javascript, Frontend Performance, Scripting, Front-End Web Development, Real Time Data, Data Integrity, Data Storage, Maintainability, Debugging

    Intermediate · Course · 3 - 6 Months

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    H2O.ai

    H2O Wave Starter Course

    Skills you'll gain: LLM Application, Application Development, User Interface (UI), Development Environment, AI Integrations, Interactive Design, Cloud Deployment, Generative AI, Application Deployment, AI literacy, Cloud Development, Web Applications, Application Frameworks

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnQuest

    No-Code Model Evaluation, Communication, and Business Impact

    Skills you'll gain: Responsible AI, Model Evaluation, Business Analytics, Analytics, Dashboard Creation, Data Ethics, Performance Analysis, Predictive Analytics, Predictive Modeling, Auditing, Performance Improvement, Business Communication, Performance Measurement, Data-Driven Decision-Making, Technical Communication, Business Reporting, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Data Storytelling, No-Code Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Cisco Learning and Certifications

    Implementing MPLS Traffic Engineering

    Skills you'll gain: Multiprotocol Label Switching, Routing Protocols, Network Routing, Network Engineering, Network Monitoring, Network Performance Management, Network Troubleshooting, Network Planning And Design, Network Protocols

    Beginner · Course · 1 - 3 Months

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    Edureka

    Incident Response and Threat Mitigation

    Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Endpoint Detection and Response, Intrusion Detection and Prevention, Threat Detection, Threat Management, Cybersecurity, Security Information and Event Management (SIEM), Event Monitoring, Cyber Attacks, Cyber Security Assessment, Continuous Monitoring, Security Management, Disaster Recovery, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Engineering, Security Testing, Cyber Governance, Linux

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

1…764765766…784

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

  • Full-Stack Development: React, .NET API & Advanced Features: Packt
  • ETL Testing Basics for Databases: Coursera
  • Affinity Photo: Beyond the Basics – Pro Compositing: Skillshare
  • Kibana 8.x – A Quick Start Guide to Data Analysis: Packt
  • Automate Data Onboarding, Validate, and Govern: Coursera
  • Apex Development and Salesforce Automation: Packt
  • Intermediate JavaScript & Best Practices: Packt
  • H2O Wave Starter Course: H2O.ai
  • No-Code Model Evaluation, Communication, and Business Impact: LearnQuest
  • Implementing MPLS Traffic Engineering: Cisco Learning and Certifications

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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