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NEW QUESTION: 1
How can you get a neural network to learn about relationships between categories in a categorical feature?
A. Create an embedding column
B. Create a multi-hot column
C. Create a hash bucket
D. Create a one-hot column
Answer: A
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: 2
사기 수사에서 주요 용의자의 명예 훼손을 피하기 위해 최고 감사 책임자가 취해야 할 가장 적절한 단계는 무엇입니까?
A. 조사에 관심을 보이는 경영진에게 사기에 대한 논의를 제한합니다.
B. 사기를 증명할 수 없는 경우 모든 조 사용 보고서와 보고서를 폐기하십시오.
C. 모든 감사 보고서, 보고서 및 내부 감사 활동의 서신에 개인 레이블을 붙입니다.
D. 잠재적으로 피해를 줄 수 있는 단어의 사용을 권한 있는 보고서 나 토론으로 제한하십시오.
Answer: D

NEW QUESTION: 3
説明書







ルーターの構成に関する記述は正しいですか？
A. Branch2 LANネットワーク192.168.11 0/24はEIGRPネットワークにアドバタイズされません。
B. PPP PAPは、Branch2とR1の間で構成された認証です。
C. Branch2およびR2のtunnel0インターフェイスにトンネルキープアライブが設定されていません。
D. Branch3 LAWネットワーク192.168.10.0/24はEIGRPネットワークにアドバタイズされません。
E. PPP CHAPは、Branch1とR1の間で構成された認証です。
Answer: D
Explanation:
Branch3ルーターを確認すると、「router eigrp 100」の下に「network 192.168.10.0」コマンドがないことがわかります。