A Company Sells Thousands of Products on a Public Website

question 119

Multiple Choice

A company sells thousands of products on a public website and wants to automatically identify products with potential durability problems. The company has 1.000 reviews with date, star rating, review text, review summary, and customer email fields, but many reviews are incomplete and have empty fields. Each review has already been labeled with the correct durability result. A machine learning specialist must train a model to identify reviews expressing concerns over product durability. The first model needs to be trained and ready to review in 2 days. What is the MOST direct approach to solve this problem within 2 days?

• A) Train a custom classifier by using Amazon Comprehend.
• B) Build a recurrent neural network (RNN) in Amazon SageMaker by using Gluon and Apache MXNet.
• C) Train a built-in BlazingText model using Word2Vec mode in Amazon SageMaker.
• D) Use a built-in seq2seq model in Amazon SageMaker.

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Definitions:

Key Factors

Critical elements or conditions that are necessary for a particular process or outcome to occur.

Individual Performance

The measurable work quality and efficiency of an employee or individual contributor within an organization.

Types Of Stress

Variations in stress that individuals encounter, including acute, chronic, eustress, and distress, each having different sources and effects on health.

Stress

A psychological and physical response to certain demands or pressures that can arise from various sources and can affect individuals differently.