Google Professional-Data-Engineer Q&A - in .pdf

  • Professional-Data-Engineer pdf
  • Exam Code: Professional-Data-Engineer
  • Exam Name: Google Certified Professional Data Engineer Exam
  • PDF Version: V19.35
  • Q & A: 365 Questions and Answers
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NEW QUESTION: 1
A network engineer is upgrading the network perimeter and installing a new firewall, IDS. and external edge router. The IDS es reporting elevated UDP traffic and the Internal routers are reporting high utilization.
Which of the following is the BEST solution?
A. Reconfigure the firewall to block external UDP traffic
B. Block echo reply traffic at the firewall.
C. Modify the edge router to not forward broadcast traffic
D. Establish a security baseline on the IDS.
Answer: D

NEW QUESTION: 2
Henry is the network manager at XYY Corporation, a large manufacturing company that competes in the global market. The company's computing environment is extremely
complex and includes several proprietary software systems, all of which require custom configuration of network devices to operate correctly. The company's executive management team believes that they can benefit by switching the company over to any cloud-based service. Henry disagrees. What is a disadvantage of cloud-based services that Henry can cite to support his position?
A. Cloud-based services are typically more costly than in-house solutions.
B. The company must typically purchase additional servers to support connections to these types of cloud-based service providers.
C. Cloud-based services are typically more limited in offerings and configurations than the company currently supports in-house.
D. Cloud-based services provide no maintenance or support.
Answer: C

NEW QUESTION: 3
You are building a binary classification model by using a supplied training set.
The training set is imbalanced between two classes.
You need to resolve the data imbalance.
What are three possible ways to achieve this goal? Each correct answer presents a complete solution NOTE:
Each correct selection is worth one point.
A. Resample the data set using under sampling or oversampling
B. Use accuracy as the evaluation metric of the model.
C. Normalize the training feature set.
D. Penalize the classification
E. Generate synthetic samples in the minority class.
Answer: A,B,D
Explanation:
Explanation
References:
https://machinelearningmastery.com/tactics-to-combat-imbalanced-classes-in-your-machine-learning-dataset/

NEW QUESTION: 4
データアーキテクチャを設計して、あらゆる規模のすべてのデータをまとめ、分析ダッシュボード、運用レポート、高度な分析を使用してすべてのユーザーに洞察を提供する必要があります。
アーキテクチャをどのように完成させる必要がありますか? 答えるには、適切なAzureサービスをアーキテクチャ内の正しい場所にドラッグします。 各サービスは、1回、複数回、またはまったく使用されません。 コンテンツを表示するには、ペイン間で分割バーをドラッグするか、スクロールする必要がある場合があります。
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:

Ingest: Azure Data Factory
Store: Azure Blob storage
Model & Serve: Azure SQL Data Warehouse
Load data into Azure SQL Data Warehouse.
Prep & Train: Azure Databricks.
Extract data from Azure Blob storage.
References:
https://docs.microsoft.com/en-us/azure/azure-databricks/databricks-extract-load-sql-data-warehouse

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