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NEW QUESTION # 258
A company wants to build, tram, and deploy machine learning (ML) models.
Which AWS service can the company use to meet this requirement?
Answer: B
Explanation:
Amazon SageMakeris a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning (ML) models quickly. It offers integrated Jupyter notebooks for data exploration, pre-built algorithms, and automatic model tuning to optimize hyperparameters.
Why other options are not suitable:
A . Amazon Personalize: A managed machine learning service that provides personalized recommendations, but does not offer the full suite of ML tools for building, training, and deploying models.
B . Amazon Comprehend: A natural language processing (NLP) service, not a general-purpose ML model building and deployment service.
C . Amazon Forecast: A managed service specifically for creating accurate forecasts using machine learning, not for general-purpose ML model development.
Reference:
Amazon SageMaker Documentation
NEW QUESTION # 259
A company has multiple AWS accounts that include compute workloads that cannot be interrupted. The company wants to obtain billing discounts that are based on the company's use of AWS services.
Which AWS feature or purchasing option will meet these requirements?
Answer: A
Explanation:
Consolidated billing is an AWS feature that allows users to combine the usage and costs of multiple AWS accounts into a single bill. This enables users to obtain billing discounts that are based on the company's use of AWS services, such as volume pricing tiers, Reserved Instance discounts, and Savings Plans discounts5. Resource tagging is an AWS feature that allows users to assign metadata to AWS resources, such as EC2 instances, S3 buckets, and Lambda functions. This enables users to organize, track, and manage their AWS resources, such as filtering, grouping, and reporting. Pay-as-you-go pricing is an AWS pricing model that allows users to pay only for the resources and services they use, without any upfront or long-term commitments. This enables users to lower their costs by scaling up or down as needed, and avoiding over-provisioning or under-utilization. Spot Instances are spare EC2 instances that are available at up to 90% discount compared to On-Demand prices. They are suitable for workloads that can tolerate interruptions, such as batch processing, data analysis, and testing. Spot Instances are allocated based on the current supply and demand, and can be reclaimed by AWS with a two-minute notice when the demand exceeds the supply.
NEW QUESTION # 260
Which of the following is a pillar of the AWS Well-Architected Framework?
Answer: B
Explanation:
The AWS Well-Architected Framework helps cloud architects build secure, high-performing, resilient, and efficient infrastructure for their applications and workloads. Based on five pillars - operational excellence, security, reliability, performance efficiency, and cost optimization - the Framework provides a consistent approach for customers and partners to evaluate architectures, and implement designs that can scale over time.
Operational excellence is one of the pillars of the Framework, and it focuses on running and monitoring systems to deliver business value, and continually improving processes and procedures.
NEW QUESTION # 261
A company has two AWS accounts in an organization in AWS Organizations for consolidated billing. All of the company's AWS resources are hosted in one AWS Region.
Account A has purchased five Amazon EC2 Standard Reserved Instances (RIs) and has four EC2 instances running. Account B has not purchased any RIs and also has four EC2 instances running.
Which statement is true regarding pricing for these eight instances?
Answer: B
Explanation:
The statement that is true regarding pricing for these eight instances is: four instances will be charged as RIs, and four will be charged as regular instances. Amazon EC2 Reserved Instances (RIs) are a pricing model that allows users to reserve EC2 instances for a specific term and benefit from discounted hourly rates and capacity reservation. RIs are purchased for a specific AWS Region, and can be shared across multiple accounts in an organization in AWS Organizations for consolidated billing. However, RIs are applied on a first-come, first-served basis, and there is no guarantee that all instances in the organization will be charged at the RI rate.
In this case, Account A has purchased five RIs and has four instances running, so all four instances will be charged at the RI rate. Account B has not purchased any RIs and also has four instances running, so all four instances will be charged at the regular rate. The remaining RI in Account A will not be applied to any instance in Account B, and will be wasted.
NEW QUESTION # 262
Which capabilities are part of the Operations perspective of the AWS Cloud Adoption Framework (AWS CAF)?(Select TWO.)
Answer: A,B
Explanation:
Comprehensive and Detailed Explanation From AWS Cloud Documentation:
The AWS Cloud Adoption Framework Operations perspective focuses on delivering cloud services at an agreed level and improving workload reliability through effective operations. AWS lists observability as an Operations capability because teams need metrics, logs, traces, endpoint monitoring, and alerts to understand workload health and identify problems. AWS also lists configuration management as an Operations capability because organizations need an accurate record of workloads, relationships, settings, and configuration changes, and must control configuration drift. Therefore, options A and E are correct. The other choices belong to different AWS CAF perspectives. Data governance is a Governance perspective capability concerned with authority, ownership, standards, quality, and control over organizational data. Platform architecture is a Platform perspective capability that establishes architectural guidelines, patterns, principles, and guardrails for the cloud environment. Portfolio management is a Business perspective capability that prioritizes cloud products and initiatives in line with strategy, value, and delivery capacity. The question asks specifically for Operations capabilities, so only observability and configuration management satisfy the AWS CAF classification.
NEW QUESTION # 263
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