Procoder

Top 3 Winners:

Shreekant Hajare, Vaibhav Meena and  Revati Nikumbh

Congratulations!!

1. What is the primary use of a Vision model in AI?

• To generate human-like text

• To understand and process images or videos

• To detect spam emails

• To predict stock prices

✔ Answer: b) To understand and process images or videos

2. What is HuggingFace?

• A hardware device for AI training

• A company offering AI-powered robot assistants

• A platform and community for sharing AI models and datasets

• A data annotation tool

✔ Answer: c) A platform and community for sharing AI models and datasets

3. Ollama is _ _ _ _ _

• A data visualization tool

• A platform to run and manage large language models locally

• A video editing tool

• A cloud hosting service for AI models

✔ Answer: b) A platform to run and manage large language models locally

4. What does "Carbon Footprint of AI" refer to?

• The amount of data used to train AI

• The financial cost of AI development

• The environmental impact due to energy consumption in training and running AI models

• The memory size of AI models

✔ Answer: c) The environmental impact due to energy consumption in training and running AI models

5. Which model converts natural language text into an SQL query?

• text-to-sql

• text-to-text

• text-to-image

• sql-to-text

✔ Answer: a) text-to-sql

6. What is the difference between pretraining and fine-tuning in AI models?

• Pretraining uses labeled data; fine-tuning uses unlabeled data

• Pretraining is done after deployment; fine-tuning is done before

• Pretraining is the initial large-scale training, while fine-tuning adapts the model to a specific task or dataset

• There is no difference

✔ Answer: c) Pretraining is the initial large-scale training, while fine-tuning adapts the model to a specific task or dataset

7. Match each task with the type of AI it uses:

A. Email Spam Filter

B. Video Generation

C. Face Detection in Photos

Options:

A - Machine Learning, B - Generative AI, C - Deep Learning

A - Deep Learning, B - Machine Learning, C - Generative AI

A - Generative AI, B - Deep Learning, C - Machine Learning

A - Machine Learning, B - Deep Learning, C - Generative AI

✔ Answer: a) A - Machine Learning, B - Generative AI, C - Deep Learning

8. What is the primary purpose of Retrieval-Augmented Generation (RAG) in AI systems?

• To create 3D visualizations from textual descriptions

• To perform advanced data queries using SQL

• To enhance AI responses by retrieving relevant information from external documents or knowledge bases

• To transcribe spoken language into written text

✔ Answer: c) To enhance AI responses by retrieving relevant information from external documents or knowledge bases

9. Match the following AI tools with their best use:

A. Perplexity

B. Copilot

C. ChatGPT

Options:

a. A - General Purpose, B - Coding, C - Search

b. A - Search, B - Coding, C - General Purpose

c. A - Coding, B - General Purpose, C - Search

d. A - Search, B - General Purpose, C - Coding

✔ Answer: b) A - Search, B - Coding, C - General Purpose

10. Which of the following best describes "vibe coding"?

• A method of coding focused on strict manual syntax by professional programmers only

• A software development approach where artificial intelligence generates code from natural language prompts provided by the user

• A traditional pair programming technique with two humans alternating writing code

• A process of debugging existing legacy code without making any functional changes

✔ Answer: b) A software development approach where artificial intelligence generates code from natural language prompts provided by the user

11. Object Detection in AI is used to:

• Write stories from prompts

• Identify and locate objects in images or videos

• Convert speech into text

• Translate languages

✔ Answer: b) Identify and locate objects in images or videos

12. The drawback of using a Text-to-SQL model compared to traditional API calls to fetch data is:

• It requires less training data

• It often has higher cost and latency

• It always produces faster results

• It cannot handle complex queries

✔ Answer: b) It often has higher cost and latency

13. Artificial General Intelligence (AGI) is:

• AI that can perform any intellectual task a human can do

• AI designed for a single specific task

• A type of chatbot

• A rule-based expert system

✔ Answer: a) AI that can perform any intellectual task a human can do

14. Which sentence best explains the process of Retrieval-Augmented Generation (RAG)?

• The AI creates images from scratch without any outside help

• The AI searches external information sources and uses that info to generate better answers

• The AI translates spoken words into text in real-time

• The AI trains itself without any data input

✔ Answer: b) The AI searches external information sources and uses that info to generate better answers

Pro Coder Quiz

15. How does a vision model identify text in an image?

• By converting the image into sound and analyzing the audio

• By scanning the image and recognizing patterns that match letters and words

• By asking a human to label the text manually

• By translating the entire image into another language

✔ Answer: b) By scanning the image and recognizing patterns that match letters and words