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NEW QUESTION: 1
A company built a new VPC with the intention of the hosting Amazon EC2 based workloads on AWS. A solutions architect specified that an Amazon S3 gateway endpoint be created and attached to this new VPC. Once the first Application server is built, developers report that server time out when accessing data stored in the S3 bucket.
Which scenario could be causing this issue? ( Select TWO)
A. The access is routed through an internet gateway rather than the endpoint
B. The S3 bucket has a bucket policy that does not allow access to the CIDR of the VPC
C. The route to the S3 endpoint is not configured in the route table
D. The S3 bucket is in a region other than the VPC
E. The endpoint has a policy that blocks the CIDR of the VPC
Answer: B,C

NEW QUESTION: 2
妨害されたURLを使用したWebサーバーに対する次の攻撃を見てください。

これらの攻撃からどのように保護しますか?
A. WebサーバーでSSL認証を使用する
B. 「16進エンコード」文字を含む要求を拒否するようにWebサーバーを構成します
C. ファイアウォールとルーターでアクティブスクリプト検出を有効にする
D. IDSにルールを作成して、奇妙なUnicodeリクエストを警告します
Answer: D

NEW QUESTION: 3
Pythonで機械学習モデルを作成しています。 提供されたデータセットには、いくつかの数値列と1つのテキスト列が含まれています。 テキスト列は、製品のカテゴリを表します。 製品カテゴリは常に次のいずれかになります。
*自転車
* 車
* バン
*ボート
scikit-learn Pythonパッケージを使用して回帰モデルを構築しています。
scikit-learn Pythonパッケージと互換性があるようにテキストデータを変換する必要があります。
コードセグメントをどのように完成させる必要がありますか? 回答するには、回答エリアで適切なオプションを選択します。
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

Box 1: pandas as df
Pandas takes data (like a CSV or TSV file, or a SQL database) and creates a Python object with rows and columns called data frame that looks very similar to table in a statistical software (think Excel or SPSS for example.
Box 2: transpose[ProductCategoryMapping]
Reshape the data from the pandas Series to columns.
Reference:
https://datascienceplus.com/linear-regression-in-python/

NEW QUESTION: 4
A company that runs applications on AWS recently subscribed to a new software-as-a-service (SaaS) data vendor. The vendor provides the data by way of a REST API that the vendor hosts in its AWS environment.
The vendor offers multiple options for connectivity to the API and is working with the company to find the best way to connect The company's AWS account does not allow outbound internet access from its AWS environment. The vendor's services run on AWS in the same AWS Region as me company's applications A solutions architect must implement connectivity to the vendor's API so that the API is highly available in the company's VPC.
Which solution will meet these requirements?
A. Connect to a public bastion host that the vendor provides. Tunnel the API traffic.
B. Connect to the vendor by way of a VPC peering connection between the vendor's VPC and the company's VPC
C. Connect to the vendor's public API address for the data service
D. Connect to the vendor by way of a VPC endpoint service that uses AWS PrivateLink
Answer: D