Revision 1 Azure AI 900

Your company wants to build a recycling machine for bottles. The recycling machine must automatically identify bottles of the correct shape and reject all other items.
Which type of AI workload should the company use?

• anomaly detection

• conversational AI

• computer vision

• natural language processing

Answer explanation

The recycling machine needs to identify specific bottle shapes, which requires analyzing visual data. Computer vision is the appropriate AI workload for recognizing and classifying images, making it the correct choice.

In which two scenarios can you use the Form Recognizer service? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

• Extract the invoice number from an invoice.

• Translate a form from French to English.

• Find image of product in a catalog.

• Identify the retailer from a receipt.

Answer explanation

The Form Recognizer service is designed to extract structured data from forms. Thus, it can effectively extract the invoice number from an invoice and identify the retailer from a receipt.

You need to develop a mobile app for employees to scan and store their expenses while travelling.
Which type of computer vision should you use?

• semantic segmentation

• image classification

• object detection

• optical character recognition (OCR)

Answer explanation

Optical character recognition (OCR) is the best choice for scanning and storing expenses, as it allows the app to read and extract text from receipts, making expense tracking efficient and accurate.

Your company wants to develop a system that can automatically categorize customer feedback into positive, negative, or neutral.
Which type of AI workload should the company use?

• anomaly detection

• conversational AI

• computer vision

• natural language processing

Answer explanation

Natural language processing (NLP) is the AI workload best suited for categorizing customer feedback into positive, negative, or neutral, as it focuses on understanding and analyzing human language.

You need to create a security system that can identify unauthorized persons entering a restricted area.
Which type of computer vision should you use?

• semantic segmentation

• image classification

• object detection

• optical character recognition (OCR)

Answer explanation

Object detection is the best choice for identifying unauthorized persons, as it can locate and classify multiple objects within an image, making it ideal for monitoring restricted areas.

Your company wants to develop a chatbot that can assist customers with their queries in real-time.
Which type of AI workload should the company use?

• anomaly detection

• conversational AI

• computer vision

• natural language processing

Answer explanation

The company should use conversational AI, as it is specifically designed to handle real-time interactions and assist customers with their queries through natural dialogue.

Your company wants to develop a system that can translate spoken language into text in real-time.
Which type of AI workload should the company use?

• anomaly detection

• conversational AI

• computer vision

• natural language processing

Answer explanation

The correct choice is natural language processing (NLP) because it focuses on the interaction between computers and human language, enabling the translation of spoken language into text in real-time.

You need to create a system that can detect fraudulent transactions based on patterns in transaction data.
Which type of AI workload should you use?

• anomaly detection

• conversational AI

• computer vision

• natural language processing

Answer explanation

Anomaly detection is the correct choice as it identifies unusual patterns in transaction data, which is essential for detecting fraudulent transactions. Other options like conversational AI and NLP are not suited for this task.

Your company wants to develop a virtual assistant that can schedule meetings and set reminders based on voice commands.
Which type of AI workload should the company use?

• anomaly detection

• conversational AI

• computer vision

• natural language processing

Answer explanation

The company should use conversational AI, as it enables the virtual assistant to understand and respond to voice commands for scheduling meetings and setting reminders effectively.

Your company wants to develop a system that can automatically detect and classify different types of vehicles in traffic camera footage.
Which type of computer vision should you use?

• semantic segmentation

• image classification

• object detection

• optical character recognition (OCR)

Answer explanation

Object detection is the correct choice because it identifies and classifies multiple objects within an image, making it ideal for detecting and classifying different types of vehicles in traffic camera footage.