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素敵なD-GAI-F-01認定資格試験 &資格試験のリーダー &パススルーD-GAI-F-01: Dell GenAI Foundations Achievement
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有難いD-GAI-F-01認定資格試験 & 合格スムーズD-GAI-F-01模擬問題集 | 素敵なD-GAI-F-01赤本勉強
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EMC D-GAI-F-01 認定試験の出題範囲:
トピック
出題範囲
トピック 1
- 生成 AI の概要: AI 愛好家や IT プロフェッショナルにとって、この試験のセクションでは、生成 AI の基本的な概念と原則がカバーされる可能性があります。
トピック 2
- Dell の Generative AI テクノロジー: Dell のシステム管理者および AI 実装者にとって、試験のこの部分はおそらく Generative AI に関連する Dell の特定の実装とツールに重点が置かれるでしょう。
トピック 3
- ユースケースとアプリケーション: ビジネス アナリストやソリューション アーキテクト向けに、このセクションでは、Dell のエコシステム内での Generative AI の実用的なアプリケーションとユースケースについて説明します。
トピック 4
- 実装とベスト プラクティス: IT マネージャーとシステム インテグレーターの場合、この試験の部分では、Dell のテクノロジーを使用して生成 AI ソリューションを実装するためのベスト プラクティスが取り上げられる場合があります。
トピック 5
- 倫理と責任ある AI: AI を扱うすべての専門家にとって、このセクションでは、企業環境での Generative AI の倫理的な考慮事項と責任ある使用について説明します。
EMC Dell GenAI Foundations Achievement 認定 D-GAI-F-01 試験問題 (Q17-Q22):
質問 # 17
A company is considering using Generative Al in its operations.
Which of the following is a benefit of using Generative Al?
- A. Higher operational costs
- B. Decreased innovation
- C. Increased manual labor
- D. Enhanced customer experience
正解:D
解説:
Generative AI has the potential to significantly enhance the customer experience. It can be used to personalize interactions, automate responses, and provide more engaging content, which can lead to a more satisfying and tailored experience for customers.
The Official Dell GenAI Foundations Achievement document would likely highlight the importance of customer experience in the context of AI. It would discuss how Generative AI can be leveraged to create more personalized and engaging interactions, which are key components of a positive customer experience1.
Additionally, Generative AI can help businesses understand and predict customer needs and preferences, enabling them to offer better service and support23.
Decreased innovation (Option OA), higher operational costs (Option OB), and increased manual labor (Option OD) are not benefits of using Generative AI. In fact, Generative AI is often associated with fostering greater innovation, reducing operational costs, and automating tasks that would otherwise require manual effort.
Therefore, the correct answer is C. Enhanced customer experience, as it is a recognized benefit of implementing Generative AI in business operations.
質問 # 18
What is the purpose of fine-tuning in the generative Al lifecycle?
- A. To feed the model a large volume of data from a wide variety of subjects
- B. To customize the model for a specific task by feeding it task-specific content
- C. To put text into a prompt to interact with the cloud-based Al system
- D. To randomize all the statistical weights of the neural network
正解:B
解説:
Customization: Fine-tuning involves adjusting a pretrained model on a smaller dataset relevant to a specific task, enhancing its performance for that particular application.
質問 # 19
A company wants to develop a language model but has limited resources.
What is the main advantage of using pretrained LLMs in this scenario?
- A. They save time and resources
- B. They are more accurate
- C. They require less data
- D. They are cheaper to develop
正解:A
解説:
Pretrained Large Language Models (LLMs) like GPT-3 are advantageous for a company with limited resources because they have already been trained on vast amounts of data. This pretraining process involves significant computational resources over an extended period, which is often beyond the capacity of smaller companies or those with limited resources.
Advantages of using pretrained LLMs:
* Cost-Effective: Developing a language model from scratch requires substantial financial investment in computing power and data storage. Pretrained models, being readily available, eliminate these initial costs.
* Time-Saving: Training a language model can take weeks or even months. Using a pretrained model allows companies to bypass this lengthy process.
* Less Data Required: Pretrained models have been trained on diverse datasets, so they require less additional data to fine-tune for specific tasks.
* Immediate Deployment: Pretrained models can be deployed quickly for production, allowing companies to focus on application-specific improvements.
In summary, the main advantage is that pretrained LLMs save time and resources for companies, especially those with limited resources, by providing a foundation that has already learned a wide range of language patterns and knowledge. This allows for quicker deployment and cost savings, as the need for extensive data collection and computational training is significantly reduced.
質問 # 20
What is Artificial Narrow Intelligence (ANI)?
- A. Al systems that can perform any task autonomously
- B. Al systems that can think and make decisions like humans
- C. Al systems that can perform a specific task autonomously
- D. Al systems that can process beyond human capabilities
正解:C
解説:
Artificial Narrow Intelligence (ANI) refers to AI systems that are designed to perform a specific task or a narrow set of tasks. The correct answer is option D. Here's a detailed explanation:
Definition of ANI:ANI, also known as weak AI, is specialized in one area. It can perform a particular function very well, such as facial recognition, language translation, or playing a game like chess.
Characteristics:Unlike general AI, ANI does not possess general cognitive abilities. It cannot perform tasks outside its specific domain without human intervention or retraining.
Examples:Siri, Alexa, and Google's search algorithms are examples of ANI. These systems excel in their designated tasks but cannot transfer their learning to unrelated areas.
References:
Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press.
Kaplan, A., & Haenlein, M. (2019). Siri, Siri, in my hand: Who's the fairest in the land? On the interpretations, illustrations, and implications of artificial intelligence. Business Horizons, 62(1),
15-25.
質問 # 21
Imagine a company wants to use Al to improve its customer service by generating personalized responses to customer inquiries.
Which type of Al would be most suitable for this task?
- A. Analytical Al
- B. Sorting Al
- C. Storage Al
- D. Generative Al
正解:D
解説:
Generative AI is the most suitable type of artificial intelligence for generating personalized responses to customer inquiries. This category of AI focuses on creating content, whether it be text, images, or other forms of media, that is similar to data it has been trained on. In the context of customer service, Generative AI can be used to develop chatbots or virtual assistants that provide users with immediate, relevant, and personalized communication.
The Official Dell GenAI Foundations Achievement document likely discusses the capabilities of Generative AI in the context of business applications, including customer service. It would explain how Generative AI can improve customer interactions by providing advanced analytics, hyper-personalized offerings, and support through natural-language interactions1. This aligns with the goal of enhancing customer service through AI-driven personalization.
Analytical AI (Option OB) typically refers to AI that analyzes data and provides insights, which is crucial for decision-making but not directly related to generating responses. Sorting AI (Option OC) and Storage AI (Option OD) are not standard categories within AI and do not specifically pertain to the task of generating personalized content. Therefore, the correct answer is A. Generative AI, as it is designed to generate new content that can mimic human-like interactions, making it ideal for personalized customer service applications.
質問 # 22
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