Exploring Machine Learning Applications

During a recent family gathering, Aditi shared a photo on social media. What is the primary use of image recognition in social media?

• To identify and tag people in photos.

• To enhance photo quality before posting.

• To create filters for images.

• To analyze user engagement metrics.

How does natural language processing enhance customer service?

• Natural language processing reduces the need for human agents entirely.

• Natural language processing only translates languages without improving service.

• Natural language processing complicates customer interactions with jargon.

• Natural language processing improves customer service by automating responses, analyzing sentiment, and personalizing interactions.

Imagine a future where Arjun is sitting comfortably in his car, reading a book while the vehicle drives itself through the city streets. What technology enables cars to navigate without human input?

• Traffic signal recognition

• Manual driving assistance

• Autonomous driving technology

• Vehicle-to-vehicle communication

Aanya is trying to find a movie to watch on a streaming platform. She notices that the platform suggests movies based on her previous viewing habits. Which algorithm is commonly used in recommendation systems?

• Collaborative filtering

• Decision trees

• Linear regression

• K-means clustering

In a busy online shopping platform, how can machine learning help in detecting fraudulent transactions made by users?

• Fraudulent transactions can be identified solely through manual review processes.

• Machine learning is ineffective in analyzing large datasets for fraud detection.

• Machine learning helps detect fraudulent transactions by analyzing patterns in transaction data and identifying anomalies that indicate fraud.

• Machine learning can only predict future transactions without detecting fraud.

In a busy hospital, Dr. Aashi uses advanced AI technology to analyze medical images of patients. What role does AI play in diagnosing diseases from these medical images?

• AI plays a crucial role in diagnosing diseases from medical images by improving accuracy and efficiency in image analysis.

• AI has no impact on the speed of image analysis.

• AI only analyzes blood samples for disease detection.

• AI replaces doctors in all diagnostic tasks.

In a busy retail store, Ananya uses image recognition technology to keep track of the products on the shelves. What is a common application of image recognition in retail?

• Inventory management

• Sales forecasting

• Product pricing analysis

• Customer service automation

Sneha is developing a customer feedback tool that analyzes reviews from various platforms. How does sentiment analysis utilize natural language processing in her tool?

• Sentiment analysis uses natural language processing to generate random text.

• Sentiment analysis utilizes natural language processing to interpret and classify emotions in text.

• Sentiment analysis applies natural language processing to translate languages.

• Sentiment analysis relies on image processing to analyze emotions.

Aisha is considering purchasing a self-driving car powered by AI. She wants to know about the safety features that come with it.

• Basic seatbelts and airbags

• Standard GPS navigation system

• Safety features of self-driving cars powered by AI include advanced sensors, real-time data processing, redundancy systems, emergency braking, collision avoidance technology, and adherence to traffic laws.

• Manual driving assistance only

Imagine Eesha is using a streaming service that offers a wide variety of movies and shows. She often feels overwhelmed by the choices available. In what ways can recommendation systems improve her user experience?

• They reduce the amount of content available to users.

• Recommendation systems improve user experience by personalizing content and enhancing engagement.

• They provide a one-size-fits-all approach to recommendations.

• They eliminate the need for user feedback.