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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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    Google Cloud

    Introduction to Image Generation - Italiano

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Model Training, Mathematical Modeling, Physics

    Beginner · Course · 1 - 4 Weeks

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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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    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Generative Model Architectures, Keras (Neural Network Library), Model Training, Model Deployment, Tensorflow

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - 繁體中文

    Skills you'll gain: Image Analysis, Model Training, Model Evaluation, Generative AI, Deep Learning, Generative Model Architectures, Model Deployment

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Introduction to AJAX and Mini-Projects

    Skills you'll gain: Server Side, Web Applications, Javascript, JSON, Node.JS, PHP (Scripting Language), Back-End Web Development, Application Programming Interface (API), Servers, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML)

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyzing and Securing AI System Performance

    Skills you'll gain: Threat Modeling, Data Visualization, Data Presentation, AI Security, Interactive Data Visualization, A/B Testing, Threat Management, Open Web Application Security Project (OWASP), Secure Coding, Application Security, Responsible AI, System Monitoring, MLOps (Machine Learning Operations), Analytics, Data Governance, Application Programming Interface (API), Vulnerability Assessments, Cyber Governance, Data Processing, Data Management

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Affinity Photo: Beyond the Basics – Retouching Skills

    Skills you'll gain: Photo Editing, Photography, Image Quality, Photo/Video Production and Technology, Post-Production, Editing

    Intermediate · Course · 1 - 3 Months

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    Packt

    Cloud Analytics with Google Cloud Platform

    Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Cloud Services, Cloud Computing, Big Data, Cloud Technologies, Analytics, Cloud Platforms, Dataflow, Data Processing, Cloud Solutions, Cloud Deployment, Cloud Storage, Data Lakes, Microsoft Azure, Data Pipelines, Real Time Data, Amazon Web Services, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Cloud Computing Fundamentals

    Skills you'll gain: Amazon Web Services, Cloud Computing, Cloud Hosting, Cloud Infrastructure, Cloud Services, Cloud Computing Architecture, Cloud Solutions, Distributed Computing, Amazon S3, Cloud Management, Infrastructure As A Service (IaaS), Amazon Elastic Compute Cloud, Capacity Management, Cloud Storage, Software As A Service, Cloud Deployment, Cloud Security, Virtualization and Virtual Machines, AWS Identity and Access Management (IAM), Virtualization

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Applied Machine Learning, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Incident Response for Windows

    Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Digital Forensics, Threat Detection, Endpoint Detection and Response, Computer Security Incident Management, Microsoft Windows, Exploitation techniques, Data Loss Prevention, Threat Management, Intrusion Detection and Prevention, Incident Management, Cyber Security Strategy, Cyber Attacks, Cybersecurity, Cyber Security Policies, Cyber Risk, Information Technology

    Beginner · Course · 3 - 6 Months

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    Packt

    NodeJS Made Easy for MEAN or MERN Stack

    Skills you'll gain: JavaScript Frameworks, Frontend Integration, Angular, Cloud Deployment, Amazon Elastic Compute Cloud, Web Applications, Code Reusability, Server Side, Test Script Development, Unit Testing, Development Testing, Object-Relational Mapping, Maintainability, Package and Software Management, Data Modeling

    Intermediate · Course · 3 - 6 Months

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

  • Introduction to Image Generation - Italiano: Google Cloud
  • Kibana 8.x – A Quick Start Guide to Data Analysis: Packt
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • Create Image Captioning Models - 繁體中文: Google Cloud
  • Introduction to AJAX and Mini-Projects: Packt
  • Analyzing and Securing AI System Performance: Coursera
  • Affinity Photo: Beyond the Basics – Retouching Skills: Skillshare
  • Cloud Analytics with Google Cloud Platform: Packt
  • Cloud Computing Fundamentals: Birla Institute of Technology & Science, Pilani
  • Responsible AI for Developers: Interpretability & Transparency - 繁體中文: 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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