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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 a hash bucket
B. Create an embedding column
C. Create a one-hot column
D. Create a multi-hot column
Answer: B
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
Dynamics 365 for Finance and Operationsを使用しているシステム管理者です。プロジェクトベースの組織で働いています。
各プロジェクトには、システムのさまざまなユーザーに割り当てられる承認プロセスがあります。承認はドキュメントに基づいて処理されます。それらのドキュメント内には、異なる品目があります。各広告申込情報には異なる承認者がいる場合があります。
提案されたアクションが要件を満たすかどうかを検証する必要があります。
次のソリューションのそれぞれについて、アクションが要件を満たしている場合は「はい」を選択します。それ以外の場合は、「いいえ」を選択します。
注：それぞれの正しい選択には1ポイントの価値があります。
Answer:
Explanation:
Explanation
NEW QUESTION: 3
Während der Erstellung eines Business Continuity Plans identifiziert die Business Impact Analysis (BIA) kritische Prozesse und unterstützende Anwendungen. Dies wird in erster Linie beeinflussen:
A. Verantwortung für die Aufrechterhaltung des Geschäftskontinuitätsplans.
B. Verantwortlichkeiten des Schlüsselpersonals.
C. Kriterien für die Auswahl eines Anbieters für Wiederherstellungs-Sites.
D. Wiederherstellungsstrategie.
Answer: D
Explanation:
Erläuterung:
Die am besten geeignete Strategie wird auf der Grundlage des relativen Risikoniveaus und der in der Business Impact Analysis (BIA) ermittelten Kritikalität ausgewählt. Die anderen Entscheidungen werden nach der Auswahl oder dem Entwurf der geeigneten Wiederherstellungsstrategie getroffen.