Podcast
Questions and Answers
What is the term for a service model where the provider manages the infrastructure and applications, and the user manages the data?
What is the term for a service model where the provider manages the infrastructure and applications, and the user manages the data?
- SLA
- SaaS (correct)
- IaaS
- PaaS
Which type of machine learning involves designing algorithms that can learn from data to become more accurate and effective over time?
Which type of machine learning involves designing algorithms that can learn from data to become more accurate and effective over time?
- Unsupervised learning
- Machine learning (correct)
- Deep learning
- Supervised learning
What is the term for a deployment model where the infrastructure is shared between multiple organizations?
What is the term for a deployment model where the infrastructure is shared between multiple organizations?
- Public
- Private
- Community
- Hybrid (correct)
What is the benefit of cloud computing that reduces the need for hardware and software maintenance?
What is the benefit of cloud computing that reduces the need for hardware and software maintenance?
Which type of machine learning involves training models using trial and error, with external interactions and improvement over time?
Which type of machine learning involves training models using trial and error, with external interactions and improvement over time?
What is the term for a service level agreement that ensures a certain level of service quality?
What is the term for a service level agreement that ensures a certain level of service quality?
Which cloud computing characteristic allows users to access resources on-demand, without human intervention?
Which cloud computing characteristic allows users to access resources on-demand, without human intervention?
What is the term for a type of machine learning that draws inspiration from how the brain works?
What is the term for a type of machine learning that draws inspiration from how the brain works?
What is the primary advantage of scalability in cloud computing?
What is the primary advantage of scalability in cloud computing?
In machine learning, what is the primary purpose of supervised learning?
In machine learning, what is the primary purpose of supervised learning?
What is the primary difference between public and private cloud deployment models?
What is the primary difference between public and private cloud deployment models?
What is the primary advantage of using service level agreements (SLAs) in cloud computing?
What is the primary advantage of using service level agreements (SLAs) in cloud computing?
What is the primary application of reinforcement learning in machine learning?
What is the primary application of reinforcement learning in machine learning?
What is the primary benefit of sustainability in cloud computing?
What is the primary benefit of sustainability in cloud computing?
What is the primary difference between IaaS and SaaS service models?
What is the primary difference between IaaS and SaaS service models?
What is the primary purpose of unsupervised learning in machine learning?
What is the primary purpose of unsupervised learning in machine learning?
What is the primary advantage of network accessibility in cloud computing?
What is the primary advantage of network accessibility in cloud computing?
What is the primary application of deep learning in machine learning?
What is the primary application of deep learning in machine learning?
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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Description
Learn about cloud computing's service and deployment models, benefits, and characteristics, including scalability, security, and sustainability.
