Amazon AI1-C01 Q&A - in .pdf

  • Exam Code: AI1-C01
  • Exam Name: AWS Certified AI Practitioner Exam
  • Q & A: 88 Questions and Answers
  • PDF Price: $59.99
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  • Exam Code: AI1-C01
  • Exam Name: AWS Certified AI Practitioner Exam
  • Q & A: 88 Questions and Answers
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Amazon AI1-C01 Exam Syllabus Topics:

SectionWeightObjectives
Fundamentals of Generative AI24%- Generative AI Capabilities
  • 1. Identify capabilities and limitations of generative AI
  • 2. Recognize common generative AI use cases
- Generative AI Concepts
  • 1. Understand foundation models and large language models
  • 2. Explain generative AI concepts and terminology
Guidelines for Responsible AI14%- Ethical AI Development
  • 1. Identify responsible AI practices
  • 2. Understand risks associated with AI systems
- Responsible AI Principles
  • 1. Explain fairness and bias considerations
  • 2. Recognize transparency and explainability requirements
Applications of Foundation Models28%- Building AI Solutions
  • 1. Identify prompt engineering techniques
  • 2. Understand foundation model selection criteria
  • 3. Describe AWS services for generative AI applications
- Model Customization and Evaluation
  • 1. Describe model training and fine-tuning concepts
  • 2. Evaluate foundation model performance
Security, Compliance, and Governance for AI Solutions14%- AI Security
  • 1. Protect data used in AI systems
  • 2. Understand access control and encryption concepts
- Governance and Compliance
  • 1. Apply governance principles for AI solutions
  • 2. Recognize compliance and regulatory considerations
Fundamentals of AI and ML20%- AI and ML Concepts
  • 1. Identify practical use cases for AI
  • 2. Explain basic AI concepts and terminology
  • 3. Describe machine learning concepts
- ML Lifecycle
  • 1. Describe the machine learning development lifecycle
  • 2. Understand data preparation and model training concepts

Amazon AWS Certified AI Practitioner Sample Questions:

1. A company is building a solution to generate images for protective eyewear. The solution must have high accuracy and must minimize the risk of incorrect annotations.
Which solution will meet these requirements?

A) Human-in-the-loop validation by using Amazon SageMaker Ground Truth Plus
B) Data augmentation by using an Amazon Bedrock knowledge base
C) Image recognition by using Amazon Rekognition
D) Data summarization by using Amazon QuickSight


2. A company uses a foundation model (FM) from Amazon Bedrock for an AI search tool. The company wants to fine-tune the model to be more accurate by using the company's data.
Which strategy will successfully fine-tune the model?

A) Provide labeled data with the prompt field and the completion field.
B) Train the model on journals and textbooks.
C) Prepare the training dataset by creating a .txt file that contains multiple lines in .csv format.
D) Purchase Provisioned Throughput for Amazon Bedrock.


3. A company built a deep learning model for object detection and deployed the model to production.
Which AI process occurs when the model analyzes a new image to identify objects?

A) Inference
B) Bias correction
C) Model deployment
D) Training


4. A company is building a large language model (LLM) question answering chatbot. The company wants to decrease the number of actions call center employees need to take to respond to customer questions.
Which business objective should the company use to evaluate the effect of the LLM chatbot?

A) Website engagement rate
B) Average call duration
C) Corporate social responsibility
D) Regulatory compliance


5. A social media company wants to use a large language model (LLM) for content moderation. The company wants to evaluate the LLM outputs for bias and potential discrimination against specific groups or individuals.
Which data source should the company use to evaluate the LLM outputs with the LEAST administrative effort?

A) Benchmark datasets
B) Content moderation guidelines
C) Moderation logs
D) User-generated content


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A
Question # 3
Answer: A
Question # 4
Answer: B
Question # 5
Answer: A

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