Ai Quest Round-1

Facial recognition AI can lead to:

• b) Increased privacy concerns.

• a) Improved law enforcement.

• c) Both a and b.

• d) Neither a nor b.

Transformers excel in NLP tasks due to their:

• a) Recurrent structure for analyzing text sequences.

• b) Parallel processing capabilities for efficient information flow.

• c) Simple linear architecture for fast training.

• d) Ability to perform complex mathematical computations.

Sentiment analysis methods include:

• a) Lexicon-based approaches using sentiment dictionaries.

• b) Machine learning models trained on labeled sentiment data.

• c) Both a and b.

• d) Neither a nor b.

Generative models in computer vision aim to:

• a) Classify objects within images.

• b) Create new images based on learned patterns.

• c) Extract features and descriptors from images.

• d) Segment different parts of an image.

What are some common techniques used in sentiment analysis?

answer choices

• a) Lexicon-based approaches using sentiment dictionaries.

• b) Machine learning models trained on labeled sentiment data.

• c) Both a and b.

• d) None of the above.

What are some common techniques used in sentiment analysis?

answer choices

• a) Lexicon-based approaches using sentiment dictionaries.

• b) Machine learning models trained on labeled sentiment data.

• c) Both a and b.

• d) None of the above.

What is the primary challenge in training deep learning models?

• a) Data preprocessing

• b) Model deployment

• c) Overfitting

• d) Dimensionality