Cloud Computing Fundamentals

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Questions and Answers

Scalability is a characteristic of Cloud computing.

True (A)

Private Deployment Model is managed by the provider.

False (B)

Machine Learning is a subfield of Artificial Intelligence.

True (A)

Reinforcement Learning is a type of Supervised Learning.

<p>False (B)</p> Signup and view all the answers

Deep Learning is a subfield of Machine Learning.

<p>True (A)</p> Signup and view all the answers

SLA stands for Service Level Agreements.

<p>True (A)</p> Signup and view all the answers

Unsupervised Learning is used for Classification tasks.

<p>False (B)</p> Signup and view all the answers

Machine Learning is widely used in gaming, robotics, and industrial automation.

<p>True (A)</p> Signup and view all the answers

In Cloud computing, the Pay-per-usage model is a benefit of scalability.

<p>False (B)</p> Signup and view all the answers

Machine Learning can only be applied to data that is already labeled.

<p>False (B)</p> Signup and view all the answers

Deep Learning is a type of Reinforcement Learning.

<p>False (B)</p> Signup and view all the answers

In Cloud computing, the Public Deployment Model is managed by the provider.

<p>False (B)</p> Signup and view all the answers

Artificial Intelligence is a subfield of Machine Learning.

<p>False (B)</p> Signup and view all the answers

In Machine Learning, Supervised Learning is used for Clustering tasks.

<p>False (B)</p> Signup and view all the answers

Cloud computing provides Flexible resource allocation through self-service on demand.

<p>True (A)</p> Signup and view all the answers

Machine Learning is a type of Artificial Intelligence that can mimic human behavior.

<p>True (A)</p> Signup and view all the answers

In Cloud computing, the Hybrid Deployment Model combines Public and Private clouds.

<p>True (A)</p> Signup and view all the answers

Unsupervised Learning is used for Regression tasks.

<p>False (B)</p> Signup and view all the answers

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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

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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