You Are Developing an Application on Google Cloud That Will

question 5

Multiple Choice

You are developing an application on Google Cloud that will automatically generate subject labels for users' blog posts. You are under competitive pressure to add this feature quickly, and you have no additional developer resources. No one on your team has experience with machine learning. What should you do?

• A) Call the Cloud Natural Language API from your application. Process the generated Entity Analysis as labels.
• B) Call the Cloud Natural Language API from your application. Process the generated Sentiment Analysis as labels.
• C) Build and train a text classification model using TensorFlow. Deploy the model using Cloud Machine Learning Engine. Call the model from your application and process the results as labels.
• D) Build and train a text classification model using TensorFlow. Deploy the model using a Kubernetes Engine cluster. Call the model from your application and process the results as labels.

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Definitions:

Cost of Equity

The return that investors expect for investing in a company's equity, reflecting the risk compared to risk-free assets.

WACC

Weighted Average Cost of Capital, a calculation used to estimate the average rate of return a company is expected to pay its security holders to finance its assets.

MM Model

Refers to the Modigliani-Miller theorem, which proposes that under certain market conditions and assumptions, the value of a firm is unaffected by its capital structure.

Bankruptcy Risk

The likelihood that a company will be unable to meet its financial obligations and may have to declare bankruptcy.