Which of the Following Statements A), B) or C) Is

question 27

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) Numeric features in data samples may have value ranges that vary widely. Deep learning networks perform better on data that is scaled either into the range 0.0 to 1.0, or to a range for which the data's mean is 1.0 and its standard deviation is 0.0. Getting your data into one of these forms is known as xe "normalized data"normalization.
• B) In MNIST, each pixel is an integer in the range 0-255.
• C) Assuming X_train and X_test represent the MNIST samples, the following code converts the MNIST pixel values to 32-bit (4-byte) floating-point numbers using the xe "NumPy:convert array to floating-point values"NumPy array method astype, then divides every element in the resulting array by 255, producing normalized values in the range 0.0-1.0:
• X_train = X_train.astype('float32') / 255
• X_test = X_test.astype('float32') / 255
• D) All of the above statements are true.

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Definitions:

Net Cash

Net cash typically represents the sum of cash and cash equivalents minus outstanding liabilities, indicating the liquid assets a company has on hand after accounting for its immediate obligations.

Financing Activities

Transactions involving long-term liabilities, shareholders' equity, and changes in short-term borrowings that a company undertakes to fund its operations and expansions.

Treasury Stock

Shares that were issued and subsequently reacquired by the issuing company, reducing the amount of outstanding stock on the open market.

Net Cash Flow

The difference between a company's cash inflows and outflows within a specific period, indicating its financial health.