GCP-DE参考書 & GCP-DE参考資料

CertJukenのGCP-DEクイズトレントスキルと理論を自分のペースで学ぶことができ、他のことを完了するための時間とエネルギーを節約できます。また、Google認定を取得したいすべての候補者に無料のデモを提供し、資料を確認します。他のGCP-DE学習教材または学習ダンプは、CertJukenからのみ入手可能なGCP-DE学習教材から得られる知識と準備をもたらすことはできません。 GCP-DE試験に合格するだけでなく、Data Engineer学習教材を選択すると、より高いスコアが得られます。

Google GCP-DE Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Storing and managing data	20%	- Implementing storage solutions 1. Designing data warehouses and data lakes 2. Managing data lifecycle and retention 3. Using data storage services appropriately - Optimizing storage performance and cost 1. Implementing cost optimization strategies 2. Configuring storage for access patterns
Topic 2: Preparing data for analysis and machine learning	13%	- Preparing data for ML 1. Feature engineering and data preparation 2. Supporting model training and serving - Enabling data analysis 1. Implementing data sharing and governance 2. Optimizing query performance 3. Preparing datasets for querying and reporting
Topic 3: Designing data processing systems	24%	- Designing data pipelines 1. Planning for data migration and integration 2. Designing for data transformation and enrichment 3. Defining architecture for batch and streaming processing - Planning data solutions 1. Designing for reliability, scalability, and efficiency 2. Planning for data security and compliance 3. Selecting appropriate storage solutions
Topic 4: Ingesting and processing data	25%	- Transforming data 1. Managing schema evolution 2. Optimizing transformations for performance 3. Applying data processing logic - Building data pipelines 1. Implementing ingestion mechanisms 2. Developing batch and streaming workflows 3. Handling data quality and consistency
Topic 5: Maintaining and automating data workloads	18%	- Automation and optimization 1. Optimizing resource usage and costs 2. Automating deployment and management - Operationalizing workloads 1. Orchestrating and scheduling jobs 2. Monitoring and troubleshooting pipelines 3. Ensuring reliability and recoverability

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GCP-DE参考資料、GCP-DE問題集

PayPalは、国際的なオンライン取引でより安全で世界中で使用されています。すべての受験者がPayPalを介してGCP-DE最新の試験問題集を購入できることを願っています。 PayPalは売り手が「品質第一、完全性管理」であることを要求していますが、製品とサービスがあなたが約束したものと異なる場合、PayPalは売り手のアカウントをブロックします。ただし、PayPalはGCP-DEの最新の試験問題集に追加の税金を支払って、売り手と買い手のアカウントが安全であることを保証できます。 SWREGには、知的財産税などの追加税がかかります。

Google Data Engineer 認定 GCP-DE 試験問題 (Q40-Q45):

質問 # 40
You want to process payment transactions in a point-of-sale application that will run on Google Cloud Platform. Your user base could grow exponentially, but you do not want to manage infrastructure scaling.
Which Google database service should you use?

A. Cloud Bigtable
B. BigQuery
C. Cloud Datastore
D. Cloud SQL

正解：D

質問 # 41
You launched a new gaming app almost three years ago. You have been uploading log files from the previous day to a separate Google BigQuery table with the table name format LOGS_yyyymmdd. You have been using table wildcard functions to generate daily and monthly reports for all time ranges. Recently, you discovered that some queries that cover long date ranges are exceeding the limit of 1,000 tables and failing. How can you resolve this issue?

A. Convert all daily log tables into date-partitioned tables
B. Convert the sharded tables into a single partitioned table
C. Create separate views to cover each month, and query from these views
D. Enable query caching so you can cache data from previous months

正解：A

質問 # 42
You are a retailer that wants to integrate your online sales capabilities with different in-home assistants, such as Google Home. You need to interpret customer voice commands and issue an order to the backend systems. Which solutions should you choose?

A. Cloud Speech-to-Text API
B. Cloud Natural Language API
C. Cloud AutoML Natural Language
D. Dialogflow Enterprise Edition

正解：C

質問 # 43
You are planning to migrate your current on-premises Apache Hadoop deployment to the cloud. You need to ensure that the deployment is as fault-tolerant and cost-effective as possible for long-running batch jobs. You want to use a managed service. What should you do?

A. Use a standard persistent disk and 50% preemptible worker
B. Store data in Cloud Storage, and change references in scripts from hdfs:// to gs://
C. Install Hadoop and Spark on a 10-node Compute Engine instance group with preemptible instances.Store data in HDF
D. Store data in Cloud Storage, and change references in scripts from hdfs:// to gs://
E. Deploy a Cloud Dataproc cluste
F. Change references in scripts from hdfs:// to gs://
G. Install Hadoop and Spark on a 10-node Compute Engine instance group with standard instance
H. Deploy a Cloud Dataproc cluste
I. Use an SSD persistent disk and 50% preemptible worker
J. Install the Cloud Storage connector, and store the data in Cloud Storag
K. Change references in scripts from hdfs:// to gs://

正解：H

質問 # 44
You used Cloud Dataprep to create a recipe on a sample of data in a BigQuery table. You want to reuse this recipe on a daily upload of data with the same schema, after the load job with variable execution time completes. What should you do?

A. Create an App Engine cron job to schedule the execution of the Cloud Dataprep job.
B. Export the Cloud Dataprep job as a Cloud Dataflow template, and incorporate it into a Cloud Composer job.
C. Create a cron schedule in Cloud Dataprep.
D. Export the recipe as a Cloud Dataprep template, and create a job in Cloud Scheduler.

正解：D

質問 # 45
......

多くの人は結果が大丈夫で過程だけ重要ですって言いますが。GoogleのGCP-DE試験にとってはそうではない。GoogleのGCP-DE試験に合格するのはIT業界で働いているあなたに利益をもらわせることができます。もしあなたが試験に合格する決心があったら、我々のGoogleのGCP-DEソフトを利用するのはあなたの試験に成功する有効な保障です。我々のGoogleのGCP-DEソフトのデモをダウンロードしてみて我々CertJukenのあなたに合格させる自信を感じられます。

GCP-DE参考資料: https://www.certjuken.com/GCP-DE-exam.html