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![]() Amazon SAA-C02 : AWS Certified Solutions Architect - Associate - 2023 test DumpsExam Dumps Organized by Richard |
SAA-C02 Test Center Questions : Download 100% Free SAA-C02 test Dumps (PDF and VCE)
Exam Number : SAA-C02
Exam Name : AWS Certified Solutions Architect - Associate - 2023
Vendor Name : Amazon
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Exam Number : SAA-C02
Exam Name : AWS Certified Solutions Architect – Associate
Questions : 65 questions
Questions Type : Either multiple choice or multiple response
Exam Type : Associate
Delivery Method : Testing center or online proctored exam
Time Allowed : 130 minutes to complete the exam
Language : Available in English, Japanese, Korean, and Simplified Chinese
Recommended AWS Knowledge
1 year of hands-on experience designing available, cost-effective, fault-tolerant, and scalable distributed systems on AWS.
Hands-on experience using compute, networking, storage, and database AWS services.
Hands-on experience with AWS deployment and management services.
Ability to identify and define technical requirements for an AWS-based application.
Ability to identify which AWS services meet a given technical requirement.
Knowledge of recommended best practices for building secure and reliable applications on the AWS platform.
An understanding of the basic architectural principles of building in the AWS Cloud.
An understanding of the AWS global infrastructure.
An understanding of network technologies as they relate to AWS.
An understanding of security features and tools that AWS provides and how they relate to traditional services.
The AWS Certified Solutions Architect - Associate examination is intended for individuals who perform a solutions architect role and have one or more years of hands-on experience designing available, cost-efficient, fault-tolerant, and scalable distributed systems on AWS.
Abilities Validated by the Certification
Effectively demonstrate knowledge of how to architect and deploy secure and robust applications on AWS technologies
Define a solution using architectural design principles based on customer requirements
Provide implementation guidance based on best practices to the organization throughout the life cycle of the project
Recommended Knowledge and Experience
Hands-on experience using compute, networking, storage, and database AWS services
Hands-on experience with AWS deployment and management services
Ability to identify and define technical requirements for an AWS-based application
Ability to identify which AWS services meet a given technical requirement
Knowledge of recommended best practices for building secure and reliable applications on the AWS platform
An understanding of the basic architectural principles of building on the AWS Cloud
An understanding of the AWS global infrastructure
An understanding of network technologies as they relate to AWS
An understanding of security features and tools that AWS provides and how they relate to traditional services
Domain 1: Design Resilient Architectures 30%
Domain 2: Design High-Performing Architectures 28%
Domain 3: Design Secure Applications and Architectures 24%
Domain 4: Design Cost-Optimized Architectures 18%
TOTAL 100%
Domain 1: Design Resilient Architectures
1.1 Design a multi-tier architecture solution
1.2 Design highly available and/or fault-tolerant architectures
1.3 Design decoupling mechanisms using AWS services
1.4 Choose appropriate resilient storage
Domain 2: Design High-Performing Architectures
2.1 Identify elastic and scalable compute solutions for a workload
2.2 Select high-performing and scalable storage solutions for a workload
2.3 Select high-performing networking solutions for a workload
2.4 Choose high-performing database solutions for a workload
Domain 3: Design Secure Applications and Architectures
3.1 Design secure access to AWS resources
3.2 Design secure application tiers
3.3 Select appropriate data security options
Domain 4: Design Cost-Optimized Architectures
4.1 Identify cost-effective storage solutions
4.2 Identify cost-effective compute and database services
4.3 Design cost-optimized network architectures
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Amazon turns AI models into study buddiesFor more crisp and insightful business and economic news, subscribe to The Daily Upside newsletter. It's completely free and they ensure you'll learn something new every day. Knowledge is power. According to Amazon, that extends to machine learning models, too. The company wants to patent a system that transfers the knowledge of one machine learning model to another. Essentially, Amazon's patent allows for the knowledge of one machine learning model that's completed its training to be transferred to another model that's undergoing training, thereby speeding up the training of AI models. "Generally, training a machine learning model, such as a reinforcement learning model, from scratch requires a huge amount of time and computing resources," the filing notes. "Thus, it is desirable to have techniques to Strengthen the learning speed of a machine learning model." Amazon outlines two kinds of transfers: a representation transfer and an instance transfer. In a representation transfer, the knowledge that's given (such as how to perform a task or follow a policy) is based on the similarities between the "teacher model" and the "student model." Essentially, this system will distill the knowledge transferred to only the relevant information depending on those similarities. Alternatively, in an instance transfer, the conveyed knowledge comes from "sampled trajectories" of the teacher model, or basically exact examples of its own inputs and outputs. The system automatically switches between doing representation transfers and instance transfers depending on the circumstance. Amazon noted that this method could be applied to various AI training processes, including neural networks used for image processing and speech recognition. ![]() Knowledge transfer is far from a new technique in the machine learning community, said Rijul Gupta, co-founder of AI communications company Deep Media. Gupta gave the example of an AI model that can play chess versus one that can play checkers: The games are somewhat similar, so transferring knowledge between them wouldn't be difficult. Most of Amazon's patent is quite broad, Gupta said, so it's unlikely that it would get approved without a decent amount of pushback and narrowing. In its current form, granting it would "essentially cripple everyone else's machine learning development," Gupta said. But the filing isn't entirely old news. One piece that's novel is its ability to automatically choose which teacher model is the best fit for training the student model without having to actually go through training, said Gupta. Typically, this process is a costly and tedious process that's done by hand. Secondly, Amazon's patent discusses a way to bridge the gap between teacher and student models that are more distinct from each other. For example, rather than making the chess algorithm play checkers, Gupta said, it could "take an algorithm that's built to play chess and make it play Fortnite." Using transfer techniques, he said, could speed up machine learning development by as much as 95%, helping it catch companies like Google, Microsoft and OpenAI. Meanwhile, securing the patent in a more narrow form could send the company's AI development soaring, making it "very difficult for any of Amazon's competitors to catch up to them." Amazon has thrown its hat into the AI ring in more ways than one: The company pledged $100 million toward a AWS Generative AI Innovation Center, put together a new team focused on large language models, and has filed for multiple AI-related patents. As it stands, though, it remains a step behind the AI heavyweights. That said, Amazon's real strength lies in AWS, said Gupta, with tools like SageMaker and Bedrock, as well as Inferentia and Trainium, its custom in-house chips for training AI. Plus, as AWS CEO Adam Selipsky told The Verge in a podcast last week, "Cloud and AI are not two different things. They're really just two of the many faces of the same thing." "There's an old saying that when there's a gold rush, you should sell shovels," said Gupta. "And Amazon, right now, is selling shovels." Have any comments, tips or suggestions? Drop us a line! Email at [email protected] or shoot us a DM on Twitter @patentdrop. If you want to get Patent Drop in your inbox, click here to subscribe. The Big Reason Amazon's Earnings Were So Impressive in Q2No result found, try new keyword!Tech giant Amazon (NASDAQ: AMZN) smashed expectations last quarter, showing it made big improvements in profitability. The good news for investors is that this doesn't look to be a one-off result.PSA: Labor Day Sales are Already Underway at Amazon, Walmart, Wayfair and MoreNo result found, try new keyword!Labor Day is considered the unofficial end of summer, but it's also a perfect time to shop major deals on the season's most popular items — including Apple, Lululemon and more. Even though the holiday ... |
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