A Machine Learning Specialist Is Building a Convolutional Neural Network

question 63

Multiple Choice

A Machine Learning Specialist is building a convolutional neural network (CNN) that will classify 10 types of animals. The Specialist has built a series of layers in a neural network that will take an input image of an animal, pass it through a series of convolutional and pooling layers, and then finally pass it through a dense and fully connected layer with 10 nodes. The Specialist would like to get an output from the neural network that is a probability distribution of how likely it is that the input image belongs to each of the 10 classes. Which function will produce the desired output?

• A) Dropout
• B) Smooth L1 loss
• C) Softmax
• D) Rectified linear units (ReLU)

---

Definitions:

Bilingualism

Bilingualism is the ability to speak and understand two languages fluently, which can enhance cognitive abilities and cultural awareness.

E-Mail Communication

The electronic transmission of messages over a network, allowing individuals to send text, files, or other information from one person to another.

Intended Tone

The specific mood or attitude an author or speaker wants to convey to the audience through their words or message.

Eyebrow Flash

A brief involuntary raising of the eyebrows, often used as a nonverbal greeting or sign of recognition between people.