AWS Certified AI Practitioner AIF C01

06/12/2026

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All the information you need to know about AWS Certified AI Practitioner (AIF-C01) and happenings in Generative AI

06/12/2026

Q051: A company is developing an ML model to predict customer churn. Which evaluation metric will assess the model's performance on a binary classification task such as predicting chum?
A. F1 score
B. Mean squared error (MSE)
C. R-squared
D. Time used to train the model

06/12/2026

Q036: An airline company wants to build a conversational AI assistant to answer customer questions about flight schedules, booking, and payments. The company wants to use large language models (LLMs) and a knowledge base to create a text-based chatbot interface. Which solution will meet these requirements with the LEAST development effort?
A. Train models on Amazon SageMaker Autopilot.
B. Develop a Retrieval Augmented Generation (RAG) agent by using Amazon Bedrock.
C. Create a Python application by using Amazon Q Developer.
D. Fine-tune models on Amazon SageMaker Jumpstart.

05/25/2026

Vishwa Gaddamanugu

All the information you need to know about AWS Certified AI Practitioner (AIF-C01) and happenings in Generative AI

05/25/2026

Here’s a sample question to take:

Q001: 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

Full quiz with answers posted in the Telegram channel: t.me/AIF_C01

Coming soon (once we have 100 subscribers) a structured learning with a “30‑Day AIF‑C01 Challenge”
• Day 1: Basics of AI
• Day 2: AWS AI Services
• Day 3: Foundation Models
• Day 4: Bedrock vs SageMaker
• Day 5: Quiz and so on …

All the information you need to know about AWS Certified AI Practitioner (AIF-C01) and happenings in Generative AI