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)

Explain intragenerational and intergenerational mobility with examples.

Compare Marx's and Weber's definitions and understandings of class.

Define and give examples of Weber's concepts of classes, status groups, and parties.

Understand and define Weber's concept of authority with examples.

---

Definitions:

Idea's Benefits

The advantages or positive outcomes that result from the implementation or acceptance of a particular concept or proposal.

Everyday Practice

The routine actions or behaviors individuals engage in on a daily basis.

Creative Ideas

Novel and valuable thoughts or concepts generated to solve problems or create new opportunities.

Innovation

Innovation is the process of creating new ideas and putting them into practice.