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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

    Model Data in Weaviate

    Skills you'll gain: Quantitative Research, Model Optimization, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Indonesian

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

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 繁體中文

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

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    AI Generatif untuk Layanan Kesehatan

    Skills you'll gain: Generative AI Agents, Large Language Modeling, Generative AI, Prompt Engineering, Prompt Engineering Tools, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Prompt Patterns, Machine Learning Methods, Multimodal Prompts, Machine Learning, Health Informatics

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Big O notation: Python to Rust

    Skills you'll gain: Rust (Programming Language), Algorithms, Performance Tuning, Theoretical Computer Science, Performance Testing, Data Structures, Python Programming, Memory Management, Verification And Validation, Computer Programming Tools

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    생성형 AI: 환경 살펴보기

    Skills you'll gain: Google Gemini, Generative AI Agents, Generative AI, Gemini, Responsible AI, Google Cloud Platform, AI Product Strategy, Data Governance, AI Security, Cloud Infrastructure, Data Management, Cloud Solutions, Cloud Platforms, Decision Making, LLM Application, Agentic systems

    Beginner · Course · 1 - 3 Months

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    Packt

    Business Continuity and the Pandemic Threat

    Skills you'll gain: Business Continuity Planning, Business Continuity, Contingency Planning, Disaster Recovery, Crisis Management, Public Health and Disease Prevention, Public Health, Infection Control, Infectious Diseases, Risk Management, Epidemiology, Process Validation, Risk Analysis, Verification And Validation, Diagnostic Tests, Leadership, Education and Training, Pharmaceuticals, Health Disparities, Case Studies

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Français

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Cloud Security, Generative AI, Federated Learning, Personally Identifiable Information, Google Cloud Platform, Data Security, Data Governance, Encryption

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Infraestrutura de IA: opções de armazenamento

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

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Manage User Permissions

    Skills you'll gain: Collaborative Software, Data Integrity, Content Management Systems, Data Sharing, Security Controls, User Accounts, Authorization (Computing), Identity and Access Management, Data Management, Security Management, Data Access

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    AWS Core Services (Compute, Storage & Networking)

    Skills you'll gain: Amazon S3, Amazon Web Services, Serverless Computing, Cloud Infrastructure, Application Deployment, Cloud Engineering, Amazon Elastic Compute Cloud, Kubernetes, Cloud-Native Computing, Cloud Deployment, Cloud Storage, Infrastructure As A Service (IaaS), Containerization, Cloud Services, Data Storage, Data Storage Technologies, Scalability, Load Balancing, Capacity Management, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

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

  • Model Data in Weaviate: Coursera
  • Responsible AI for Developers: Fairness & Bias - Indonesian: Google Cloud
  • Responsible AI for Developers: Fairness & Bias - 繁體中文: Google Cloud
  • AI Generatif untuk Layanan Kesehatan: Google Cloud
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • Big O notation: Python to Rust: Pragmatic AI Labs
  • 생성형 AI: 환경 살펴보기: Google Cloud
  • Business Continuity and the Pandemic Threat: Packt
  • Responsible AI for Developers: Privacy & Safety - Français: Google Cloud
  • Infraestrutura de IA: opções de armazenamento: 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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