Learn the optimal entity type to use when building a Language Understanding model to capture billing addresses for an e-commerce platform. Prepare for the AI-102 certification exam with expert tips.
Table of Contents
Question
You are building a Language Understanding model for an e-commerce platform.
You need to construct an entity to capture billing addresses.
Which entity type should you use for the billing address?
A. machine learned
B. Regex
C. geographyV2
D. Pattern.any
E. list
Answer
The best entity type to use for capturing billing addresses in a Language Understanding model for an e-commerce platform is:
C. geographyV2
Explanation
The geographyV2 entity type is specifically designed to recognize and extract location-based information, such as addresses, cities, states, countries, and postal codes. It leverages Bing Maps API to provide powerful and accurate geographical parsing capabilities.
When building a Language Understanding model for an e-commerce platform, using the geographyV2 entity type allows you to efficiently capture and structure billing address information provided by users. This entity type can handle various address formats and components, ensuring accurate extraction and interpretation of the relevant geographical data.
Other entity types like machine learned, Regex, Pattern.any, and list are not as suitable for this purpose:
- Machine learned entities require manual labeling and training, which can be time-consuming and less efficient for capturing structured address data.
- Regex entities use regular expressions to match specific patterns but may struggle with the variability and complexity of address formats.
- Pattern.any entities capture free-form text but lack the specific geographical understanding needed for accurate address parsing.
- List entities are used for matching predefined sets of values and are not ideal for handling the open-ended nature of address inputs.
Therefore, when building a Language Understanding model to capture billing addresses for an e-commerce platform, the geographyV2 entity type is the most appropriate and effective choice.
Microsoft AI-102 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft AI-102 exam and earn Microsoft AI-102 certification.