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NEW QUESTION: 1
How does the IBM i2 suite assist Chief Officers of Police to achieve a consistent approach to understanding changes in target crime areas year on year?
A. Because the IBM i2 Intelligence Analysis Platform is consistent with performance measurement systems, Chief Officers can be assured that trends in criminal behavior across their force/operational areas are being addressed.
B. By enabling rapid inclusion of changing Government policy directives, the IBM i2 Intelligence Analysis Platform enables Chief Officers to be assured that new policies are being addressed.
C. The IBM i2 Intelligence Analysis Platform has advanced workflow methods that enable Chief Officers to be assured staff take a consistent approach to the production and dissemination of accurate information relating to trends in criminality across their force/operational areas.
D. The IBM i2 Intelligence Analysis Platform has advanced workflow methods that enable staff to consistently produce outstanding intelligence products that focus on trends in criminality.
Answer: A
NEW QUESTION: 2
Scenario: User authentication is failing through the NetScaler.
A Citrix Administrator checked the Authentication, Authorization and Auditing (AAA) policy, action and virtual server and verified that the correct configuration was in place. The administrator bypassed the NetScaler and the authentication worked.
Which NetScaler utility can the administrator use to troubleshoot the access issue?
A. aaad.debug
B. Dashboard
C. nslog file
D. nscon message
Answer: A
NEW QUESTION: 3
Which of the following are feature engineering techniques? (Select 2 answers)
A. Bucketization of a continuous feature
B. Crossed feature columns
C. Feature prioritization
D. Hidden feature layers
Answer: A,B
Explanation:
Explanation
Selecting and crafting the right set of feature columns is key to learning an effective model.
Bucketization is a process of dividing the entire range of a continuous feature into a set of consecutive bins/buckets, and then converting the original numerical feature into a bucket ID (as a categorical feature) depending on which bucket that value falls into.
Using each base feature column separately may not be enough to explain the data. To learn the differences between different feature combinations, we can add crossed feature columns to the model.
Reference:
https://www.tensorflow.org/tutorials/wide#selecting_and_engineering_features_for_the_model
NEW QUESTION: 4
会社がビデオ処理プラットフォームを運営しています。ファイルは、Amazon EFS共有に保存するウェブサーバーに接続するユーザーによってアップロードされます。このウェブサーバーは、単一のAmazon EC2インスタンスで実行されています。 Auto Scalingグループで実行されているインスタンスの異なるグループは、EFS共有ディレクトリ構造をスキャンして、新しいファイルを処理し、指示ファイルに従ってアップロードされた新しいビデオ（サムネイル、異なる解像度、圧縮など）を生成します。ビデオファイル。 Auto Scalingグループによって管理されるインスタンスのグループで実行されている別のアプリケーションは、ビデオファイルを処理し、EFS共有から削除します。結果はS3バケットに保存されます。処理されたビデオファイルへのリンクは、顧客にメールで送信されます。
同社は最近、Auto Scaling Groupにインスタンスを追加すると、多くのファイルが2回処理されるため、画像処理速度が改善されないことを発見しました。これらのビデオファイルの最大サイズは2GBです。
ソリューションアーキテクトは、信頼性を向上させ、ビデオファイルの冗長処理を削減するために何をすべきですか
A. Amazon S3から実行するようにアプリケーションを書き換え、ビデオファイルをS3バケットにアップロードします。新しいファイルがアップロードされるたびに、AWS Lambda関数をトリガーして、リンクと指示を含むメッセージをSQSキューに入れます。ビデオ処理アプリケーションを変更して、SQSキューとS3バケットから読み取る。キュー深度メトリックを使用して、ビデオ処理インスタンスのAuto Scalingグループのサイズを調整します。
B. Webアプリケーションを書き換えてAmazon S3から直接実行し、Amazon API Gatewayを使用してビデオファイルをS3バケットにアップロードします。 S3トリガーを使用して、ファイルがアップロードされるたびにAWS Lambda関数を実行し、新しいビデオファイルを処理して別のバケットに保存します。 CloudWatchイベントを使用して、SESジョブをトリガーし、処理済みファイルへのリンクを含むメールを顧客に送信します。
C. ウェブサーバーインスタンスでcronジョブをセットアップして、EFS共有のコンテンツをAmazon S3に同期します。ファイルがアップロードされるたびにAWS Lambda関数をトリガーして、動画ファイルを処理し、結果をAmazon S3に保存します。 Amazon CloudWatch Eventsを使用すると、Amazon SESジョブがトリガーされ、処理済みファイルへのリンクを含むEメールが顧客に送信されます。
D. Webアプリケーションを変更して、ビデオファイルを直接Amazon S3にアップロードします。 Amazon CloudWatch Eventsを使用して、ファイルがアップロードされるたびにAWS Lambda関数をトリガーし、このLambda関数が新しいファイルのAmazonキューにメッセージを入れ、キュー深度メトリックを使用してビデオ処理Auto Scalingグループのインスタンスをスケーリングします。
Answer: C
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