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NEW QUESTION: 1
CORRECT TEXT
Answer:
Explanation:
Cisco NAC agent.
NEW QUESTION: 2
How can you get a neural network to learn about relationships between categories in a categorical feature?
A. Create a hash bucket
B. Create a multi-hot column
C. Create a one-hot column
D. Create an embedding column
Answer: D
Explanation:
There are two problems with one-hot encoding. First, it has high dimensionality, meaning that instead of having just one value, like a continuous feature, it has many values, or dimensions. This makes computation more time-consuming, especially if a feature has a very large number of categories. The second problem is that it doesn't encode any relationships between the categories. They are completely independent from each other, so the network has no way of knowing which ones are similar to each other.
Both of these problems can be solved by representing a categorical feature with an embedding column.
The idea is that each category has a smaller vector with, let's say, 5 values in it. But unlike a one-hot vector, the values are not usually 0. The values are weights, similar to the weights that are used for basic features in a neural network. The difference is that each category has a set of weights (5 of them in this case).
You can think of each value in the embedding vector as a feature of the category. So, if two categories are very similar to each other, then their embedding vectors should be very similar too.
Reference: https://cloudacademy.com/google/introduction-to-google-cloud-machine-learning-engine- course/a-wide-and-deep-model.html
NEW QUESTION: 3
You have an Azure subscription named Subscription1. Subscription1 contains a virtual machine named VM1.
You have a computer named Computer1 that runs Windows 10. Computer1 is connected to the Internet.
You add a network interface named Interface1 to VM1 as shown in the exhibit (Click the Exhibit button.)
From Computer1, you attempt to connect to VM1 by using Remote Desktop, but the connection fails.
You need to establish a Remote Desktop connection to VM1.
What should you do first?
A. Start VM1.
B. Delete the DenyAllInBound inbound port rule.
C. Attach a network interface.
D. Delete the DenyAllOutBound outbound port rule.
Answer: A
Explanation:
Explanation
Note: Rules are processed in priority order, with lower numbers processed before higher numbers, because lower numbers have higher priority. Once traffic matches a rule, processing stops. As a result, any rules that exist with lower priorities (higher numbers) that have the same attributes as rules with higher priorities are not processed.
References: https://docs.microsoft.com/en-us/azure/virtual-network/security-overview
NEW QUESTION: 4
A MIDlet has entered the paused state. Which is a valid action to attempt to make it active?
A. The MIDlet has to wait quietly to be rescheduled.
B. The MIDlet calls its own startApp() method.
C. The MIDlet cannot revert back to the active state.
D. The MIDlet calls resumeRequest() through a timer.
Answer: D
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