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Exploring and Preparing your Data with BigQuery 日本語版
by Google Cloud Training- 0.0
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Approx. 12 hours to complete
Google Cloud チームが提供する Coursera 専門講座、「From Data to Insights with Google Cloud Platform」へようこそ。データ エンスージアストの Evan Jones です。このコースのガイドを務めます。 本専門講座のこの最初のコースは、「Exploring and Preparing your Data with BigQuery」です。ここでは、データ アナリストが共通して直面する課題と、その課題を Google Cloud Platform のビッグデータ ツールを使用して解決する方法を取り上げます。その過程で SQL を学習しながら、BigQuery と Cloud Dataprep を使用してデータセットを分析し、変換する方法について理解を深めます。 このコースは完了までに約 1 週間、合計 5～7 時間の作業時間を必要とします。修了すると、BigQuery 一般公開データセット内の何百万ものレコードに対してクエリを行い、分析情報を引き出せるようになります。データセットの品質を評価し、BigQuery に出力される自動データ クレンジング パイプラインを開発する方法を学習します。さらに、実際の Google アナリティクスの e コマース データセットで、マーケティング分析情報を得るための SQL の作成とトラブルシューティングの演習を行います。...
Intro to TensorFlow en Français
by Google Cloud Training- 0.0
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Approx. 11 hours to complete
Ce cours va vous expliquer comment exploiter la flexibilité et la facilité d'utilisation de TensorFlow 2. x et de Keras pour créer, entraîner et déployer des modèles de machine learning. Vous en apprendrez plus sur la hiérarchie de l'API TensorFlow 2. x et découvrirez les principaux composants de TensorFlow à travers divers exercices pratiques....
Deploying SAP on Google Cloud
by Google Cloud Training- 4.6
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Approx. 6 hours to complete
This course provides a holistic experience of optimally configuring SAP on Google Cloud. Participants will learn to configure SAP on Google Cloud, and what best practices are, leaving the course with actionable experience to configure SAP on Google Cloud and run SAP workloads on Google Cloud. com/terms_of_service <<< Welcome to Deploying SAP on Google Cloud...
Modernizing Data Lakes and Data Warehouses with GCP
by Google Cloud Training- 4.7
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Approx. 9 hours to complete
The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud Platform in technical detail. Learners will get hands-on experience with data lakes and warehouses on Google Cloud Platform using QwikLabs....
Building Batch Data Pipelines on GCP
by Google Cloud Training- 4.5
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Approx. 13 hours to complete
Data pipelines typically fall under one of the Extra-Load, Extract-Load-Transform or Extract-Transform-Load paradigms. This course describes which paradigm should be used and when for batch data. Furthermore, this course covers several technologies on Google Cloud Platform for data transformation including BigQuery, executing Spark on Cloud Dataproc, pipeline graphs in Cloud Data Fusion and serverless data processing with Cloud Dataflow....
Migrating to Google Cloud
by Google Cloud Training- 4.5
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Approx. 20 hours to complete
This course introduces participants to the strategies to migrate from a source environment to Google Cloud. Participants are introduced to Google Cloud's fundamental concepts and more in depth topics, like creating virtual machines, configuring networks and managing access and identities. Introduction Course Introduction How to download course resources How to Send Feedback...
Preparing for the Google Cloud Professional Data Engineer Exam
by Google Cloud Training- 4.6
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Approx. 9 hours to complete
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation. Understanding the Professional Data Engineer Certification Introduction Understanding the Professional Data Engineer certification Getting Started with Google Cloud and Qwiklabs...
Preparing for the Google Cloud Professional Cloud Architect Exam
by Google Cloud Training- 4.7
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Approx. 11 hours to complete
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation. Welcome to Preparing for the Professional Cloud Architect Exam Introduction Understanding the Certification Getting Started with Google Cloud Platform and Qwiklabs...
Networking in Google Cloud: Defining and Implementing Networks
by Google Cloud Training- 4.8
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Approx. 10 hours to complete
Learn about the broad variety of networking options on Google Cloud. This course uses lectures, demos, and hands-on labs to help you explore and deploy Google Cloud networking technologies, including Virtual Private Cloud (VPC) networks, subnets, and firewalls; interconnection among networks; load balancing; Cloud DNS; Cloud CDN; and Cloud NAT. Welcome to Networking in Google Cloud: Defining and Implementing Networks...
Logging, Monitoring and Observability in Google Cloud
by Google Cloud Training- 4.8
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Approx. 17 hours to complete
This three-day instructor-led course teaches participants techniques for monitoring, troubleshooting, and improving infrastructure and application performance in Google Cloud. Introduction Welcome and Getting Started Guide! How to download course resources How to Send Feedback Introduction to Monitoring in Google Cloud Module Overview Overview of Monitoring Tools Operations-Based Tools Application Performance Management Tools...
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