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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

    BigQuery ML を推論に使用する

    Skills you'll gain: Big Data, Analytics, Data Analysis, Model Training, Applied Machine Learning, Model Deployment, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

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    Capitals Coalition

    Valorizar a natureza e pessoas para melhor tomada de decisão

    Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Stakeholder Analysis, Corporate Sustainability, Business Risk Management, Sustainable Business, Sustainable Development, Environment and Resource Management, Cost Benefit Analysis, Environmental Resource Management, Risk Analysis, Sustainability Reporting, Natural Resource Management, Human Capital, Social Impact, Case Studies, Environmental Monitoring, Decision Making, Project Scoping

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI: Privacy & Safety - Português

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Federated Learning, Google Cloud Platform, Information Privacy, Cloud Security, Personally Identifiable Information, Data Security, Artificial Intelligence, Data Loss Prevention, Safety and Security, Encryption

    Intermediate · Course · 1 - 3 Months

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    Packt

    HTML5 - Minutes to Mastery

    Skills you'll gain: Hypertext Markup Language (HTML), Web Development

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Français

    Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, AI Product Strategy, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Machine Learning Methods

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Google Cloud IAM y redes para profesionales de Azure

    Skills you'll gain: Identity and Access Management, Azure Active Directory, Google Cloud Platform, Microsoft Azure, User Accounts, Virtual Networking, Cloud Infrastructure, Cloud Computing Architecture, Public Cloud, Firewall, Cloud Platforms, Cloud Computing, Network Architecture, Multi-Cloud, Cloud Management, Active Directory, Authorization (Computing), General Networking, Network Infrastructure, Network Planning And Design

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Google Cloud 에서 데이터 레이크와 데이터 웨어하우스 빌드하기

    Skills you'll gain: Data Lakes, Data Governance, Data Warehousing, Data Architecture, Google Cloud Platform, Data Infrastructure, Metadata Management, Data Management, Data Integration, Big Data, Data Pipelines, Cloud Storage, Data Storage Technologies, Advanced Analytics, Data Processing, Data Access, Analytics, Data Security, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Google Cloud

    Infraestrutura de IA: opções de armazenamento

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Data Infrastructure, Cloud Storage, File Systems, Data Storage Technologies, Model Training, Data Storage, Kubernetes, Data Preprocessing, Model Deployment, AI Workflows, Data Persistence, File I/O

    Intermediate · Course · 1 - 3 Months

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    Packt

    Create Minecraft-Inspired Voxel Worlds - Unity 6 Compatible

    Skills you'll gain: Interactive Design, File I/O, Computer Graphic Techniques, Memory Management

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Infraestructura de IA: introducción a AI Hypercomputer

    Skills you'll gain: Model Deployment, AI Workflows, Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Computing, Infrastructure Architecture, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Computer Architecture, Artificial Intelligence, Hardware Architecture, Model Training, Model Optimization, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Google Cloud 資料分析簡介

    Skills you'll gain: Data Presentation, Data Storytelling, Interactive Data Visualization, Looker (Software), Data Visualization Software, Data Preprocessing, Data Analysis, Big Data, Analytics, Google Cloud Platform, Exploratory Data Analysis, Cloud Storage, Data Warehousing, Model Training, Applied Machine Learning, Data Storage, SQL, Query Languages, Data Sharing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Persistent Data, Monitoring & Cost Optimization in AKS

    Skills you'll gain: Role-Based Access Control (RBAC), Cloud Management, Continuous Deployment, Application Lifecycle Management, Capacity Management, Software Versioning, Virtual Networking, API Gateway, Identity and Access Management, Model Deployment, Security Controls, Large Language Modeling

    Intermediate · Course · 3 - 6 Months

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

  • BigQuery ML を推論に使用する: Google Cloud
  • Valorizar a natureza e pessoas para melhor tomada de decisão: Capitals Coalition
  • Responsible AI: Privacy & Safety - Português: Google Cloud
  • HTML5 - Minutes to Mastery: Packt
  • Responsible AI for Developers: Fairness & Bias - Français: Google Cloud
  • Google Cloud IAM y redes para profesionales de Azure: Google Cloud
  • Google Cloud 에서 데이터 레이크와 데이터 웨어하우스 빌드하기: Google Cloud
  • Infraestrutura de IA: opções de armazenamento: Google Cloud
  • Create Minecraft-Inspired Voxel Worlds - Unity 6 Compatible: Packt
  • Infraestructura de IA: introducción a AI Hypercomputer: 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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