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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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    Logical Operations

    Microsoft Office PowerPoint 2021–2024: Part 1

    Skills you'll gain: Presentations, Microsoft PowerPoint, Microsoft Office, Editing, Microsoft 365, Proofreading, Productivity Software, Diagram Design, Graphics Software, Multimedia, Graphic and Visual Design, Data Visualization, User Interface (UI)

    Mixed · Course · 1 - 3 Months

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    Packt

    Mastering Vim: Efficient Editing & Vimscript for Developers

    Skills you'll gain: Development Environment, Software Development Tools, Scripting, Git (Version Control System), Scripting Languages, Version Control, Package and Software Management, Software Development, Software Visualization, Application Development, Performance Tuning, Software Installation, System Configuration

    Intermediate · Course · 1 - 3 Months

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    Packt

    Unity Game Creation Bootcamp - Unity 6 Compatible

    Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Animation and Game Design, Computer Graphics, Computer Graphic Techniques, Virtual Environment, Game Design, Post-Production, Animations, User Interface (UI), Application Deployment, UI Components, User Interface (UI) Design, Software Installation, Artificial Intelligence, Interaction Design, UI/UX Strategy, Programming Principles, C (Programming Language)

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Pivot Sales Data

    Skills you'll gain: Pivot Tables And Charts, Correlation Analysis, Data Import/Export, Microsoft Excel, Report Writing, Business Communication, Data Presentation, Data Analysis, Sales Management, Sales, Statistics, Data Manipulation, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Français

    Skills you'll gain: Gemini, Google Gemini, SQL, Generative AI, Applied Machine Learning, Google Cloud Platform, Customer Relationship Management, Query Languages, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O

    Intermediate · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Using BGP Policy Controls

    Skills you'll gain: Network Routers, Network Planning And Design, Network Troubleshooting, Network Monitoring, Network Administration

    Beginner · Course · 1 - 3 Months

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    Packt

    Git and GitHub Masterclass - The Practical Bootcamp

    Skills you'll gain: GitHub, Git (Version Control System), Open Source Technology, Version Control, Software Versioning, File Management, Development Environment, Collaborative Software, System Configuration, Software Installation, Software Documentation

    Beginner · Course · 3 - 6 Months

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    Coursera

    Process Real-Time Data with Spark Streams

    Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Data Pipelines, PySpark, Scalability, Live Streaming, Data-Driven Decision-Making, Data Lakes, Fraud detection, Data Processing, Event Monitoring, Data Transformation, JSON, Event Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze, Create, and Evaluate Cloud Security

    Skills you'll gain: Cloud Security, IT Security Architecture, DevSecOps, Security Controls, Security Information and Event Management (SIEM), AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Infrastructure Security, Cyber Security Assessment, Identity and Access Management, Cyber Security Policies, Cloud Computing, Vulnerability Management, Continuous Monitoring, Network Security, NIST 800-53, Authorization (Computing), Threat Detection, Auditing, Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Unreal Engine 5 – Create A Zombie Survivor FPS Game

    Skills you'll gain: Unreal Engine, Animation and Game Design, Video Game Development, Animations, 3D Assets, Game Design, Development Testing, Virtual Environment, Artificial Intelligence, User Interface (UI), Performance Tuning, System Implementation

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Evaluate, Create, and Analyze App Security

    Skills you'll gain: AI Security, Threat Modeling, Secure Coding, Vulnerability Scanning, Penetration Testing, Vulnerability Management, Dependency Analysis, Application Security, Cyber Security Assessment, Security Requirements Analysis, DevSecOps, Code Review, Risk Management Framework

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft Office PowerPoint 2021–2024: Part 1: Logical Operations
  • Mastering Vim: Efficient Editing & Vimscript for Developers: Packt
  • Unity Game Creation Bootcamp - Unity 6 Compatible: Packt
  • Pivot Sales Data: Coursera
  • Work with Gemini Models in BigQuery - Français: Google Cloud
  • Generative AI for Developers: Unit 3: Pearson
  • Using BGP Policy Controls: Cisco Learning and Certifications
  • Git and GitHub Masterclass - The Practical Bootcamp: Packt
  • Process Real-Time Data with Spark Streams: Coursera
  • Analyze, Create, and Evaluate Cloud Security: Coursera

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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