Cloud Computing Fundamentals
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Questions and Answers

Cloud computing provides ______ resource pools that can be allocated to meet demand.

flexible

IaaS, PaaS, and SaaS are different ______ models of cloud computing.

service

Cloud computing provides ______ scalability, allowing users to scale up or down as needed.

on-demand

One of the key benefits of cloud computing is ______ maintenance, which is managed by the provider.

<p>reduced</p> Signup and view all the answers

Machine learning is a process used to achieve ______ intelligence.

<p>artificial</p> Signup and view all the answers

Deep learning is a subfield of ______ learning that draws inspiration from how the brain works.

<p>machine</p> Signup and view all the answers

Supervised learning involves ______ data to learn from.

<p>labeled</p> Signup and view all the answers

Reinforcement learning involves ______ itself using trial and error.

<p>training</p> Signup and view all the answers

Cloud computing provides ______ accessibility, allowing users to access resources from anywhere.

<p>network</p> Signup and view all the answers

Service Level Agreements (SLAs) define the ______ of service provided by a cloud provider.

<p>quality</p> Signup and view all the answers

Study Notes

Cloud Computing

  • Flexible self-service, network-accessible computing resource pools that can be allocated to meet demand.
  • Service models: IaaS, PaaS, SaaS.
  • Deployment models: Private, Public, Hybrid.
  • Benefits:
    • Scalability
    • Storage
    • Security
    • Data-loss prevention
    • Maintenance
    • Pay-per-usage of resources
    • Accessibility
    • Managed by the provider
    • Flexible resource assignment
  • Characteristics:
    • Network accessible
    • Sustainable
    • Managed through self-service on demand
  • SLA: Service Level Agreements

Machine Learning

  • Definition: Process used to achieve artificial intelligence, involving designing algorithms that can learn from data to become more accurate and effective over time.
  • Categories:
    • Supervised learning
    • Unsupervised learning
    • Reinforcement learning
  • Supervision:
    • Classification: yes or no
    • Regression: continuous
    • Clustering: un-supervised
  • Reinforcement learning:
    • Training itself using trial and error
    • Models learn from external interactions and improve with time
  • Applications:
    • Widely used in gaming, robotics, and industrial automation
    • Healthcare and online stock trading
    • Deep learning is a subfield of machine learning, inspired by how the brain works

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Description

This quiz covers the basics of cloud computing, including service models, deployment models, benefits, and features. Learn about IaaS, PaaS, SaaS, and more.

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