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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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    Coursera

    Run Campaign Projects

    Skills you'll gain: Microsoft Outlook, Campaign Management, Process Improvement, Sprint Retrospectives, Email Marketing, Campaign Planning, Continuous Improvement Process, Project Management, Marketing Strategies, Project Implementation, Organizational Skills

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build Chroma Search

    Skills you'll gain: Vector Databases, Embeddings, Semantic Web, Flask (Web Framework), API Testing, Model Deployment, Application Programming Interface (API), Python Programming, Quality Assurance

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    AI Infrastructure : introduction à AI Hypercomputer

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

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - 繁體中文

    Skills you'll gain: Google Gemini, Gemini, Generative AI, Google Cloud Platform, Large Language Modeling, Customer Relationship Management, AI literacy, Applied Machine Learning, SQL, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Data Scientists and Analysts - Français

    Skills you'll gain: Google Gemini, Gemini, Advanced Analytics, Marketing Analytics, Analytics, Data-Driven Marketing, Customer Analysis, Generative AI, Data Analysis, Customer Insights, Google Cloud Platform, Customer Data Management, Predictive Modeling, Customer Acquisition Management, Forecasting

    Beginner · Course · 1 - 4 Weeks

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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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    Packt

    Modular Asset Creation in Blender & Maze Building with Code

    Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Game Design, 3D Modeling, Virtual Environment, Program Development, Integration Testing, Computer Graphic Techniques, Computer Graphics, Code Reusability, Data Import/Export, Scripting, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Deutsch

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

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Privacy & Safety - 繁體中文

    Skills you'll gain: AI Security, Responsible AI, Data Ethics, Information Privacy, Federated Learning, Cloud Security, Personally Identifiable Information, Google Cloud Platform, Data Security, Safety and Security, Generative AI, Model Training, Tensorflow, Encryption

    Intermediate · Course · 1 - 3 Months

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    CertNexus

    DEBIZ (Exam DEB-110): Data Ethics for Business Professionals

    Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Legal Risk, Sustainable Development, Law, Regulation, and Compliance, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design

    Mixed · Course · 1 - 3 Months

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    UiPath

    UiPath Automation Explorer

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Português Brasileiro

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Google Cloud Platform, Large Language Modeling, Customer Relationship Management, SQL, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Query Languages

    Intermediate · Course · 1 - 4 Weeks

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

  • Run Campaign Projects: Coursera
  • Build Chroma Search: Coursera
  • AI Infrastructure : introduction à AI Hypercomputer: Google Cloud
  • Work with Gemini Models in BigQuery - 繁體中文: Google Cloud
  • Gemini for Data Scientists and Analysts - Français: Google Cloud
  • Persistent Data, Monitoring & Cost Optimization in AKS: Packt
  • Modular Asset Creation in Blender & Maze Building with Code: Packt
  • Responsible AI for Developers: Privacy & Safety - Deutsch: Google Cloud
  • Responsible AI for Developers: Privacy & Safety - 繁體中文: Google Cloud
  • DEBIZ (Exam DEB-110): Data Ethics for Business Professionals: CertNexus

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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