GCP Data Engineer Pro: Google Cloud Semi-structured Data
Google Cloud 2024
| Intermediate
- 17 videos | 1h 50m 57s
- Includes Assessment
- Earns a Badge
Google Cloud's semi-structured data storage is vital for flexibility and scalability. It efficiently handles diverse data formats, supports rapid querying and analytics, and integrates seamlessly with other services, enabling businesses to derive insights and make data-driven decisions quickly. In this course, you will explore the practical applications of Firebase within the Google Cloud ecosystem, starting with the identification of use cases for Firebase and its integration with Google Cloud Services. Then delve into the Firebase Realtime Database, learning to establish, configure, and populate it with data. Next, you will shift focus to Firestore to create a data model for storing document-centric data and set up a Firestore Database. Finally, you will discover the NoSQL Google Cloud Bigtable, including schema design best practices, instance setup, and the intricacies of creating new tables, equipping you with the knowledge to effectively implement and manage NoSQL databases in real-world scenarios. This course is one of a collection that prepares learners for the Google Cloud Certified - Professional Data Engineer exam.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this courseOutline reasons for using firebase and describe its relationship to google cloud servicesIdentify the key use cases for implementing the firebase realtime databaseStand up a realtime database in firebase, perform initial configuration, and add dataIdentify the key use cases for implementing the firestore serviceDescribe the process of building a data model to store the document-centric data of firestoreStand up a firestore database in firebase, perform initial configuration, and add dataIdentify the use case for nosql google cloud bigtableDescribe the best practices for schema design in bigtable
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Stand up a bigtable instance and perform initial configurationProvide an overview of the process and key values in creating a new table in bigtableCreate a nosql bigtable database and define its schemaUpload data into bigtable and retrieve relevant data via queryDescribe the pricing options for semi-structured data and select the most appropriate model for a business caseIdentify common issues that can arise with firebase and how to troubleshoot themIdentify common issues that can arise with bigtable and how to troubleshoot themSummarize the key concepts covered in this course
IN THIS COURSE
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1m 16sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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7m 53sAfter completing this video, you will be able to outline reasons for using Firebase and describe its relationship to Google Cloud Services. FREE ACCESS
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7m 44sUpon completion of this video, you will be able to identify the key use cases for implementing the Firebase Realtime Database. FREE ACCESS
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5m 21sIn this video, find out how to stand up a Realtime Database in Firebase, perform initial configuration, and add data. FREE ACCESS
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7m 2sAfter completing this video, you will be able to identify the key use cases for implementing the Firestore service. FREE ACCESS
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7m 34sUpon completion of this video, you will be able to describe the process of building a data model to store the document-centric data of Firestore. FREE ACCESS
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9mLearn how to stand up a Firestore Database in Firebase, perform initial configuration, and add data. FREE ACCESS
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6m 29sIn this video, we will identify the use case for NoSQL Google Cloud Bigtable. FREE ACCESS
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8m 11sAfter completing this video, you will be able to describe the best practices for schema design in Bigtable. FREE ACCESS
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8m 13sUpon completion of this video, you will be able to stand up a BigTable instance and perform initial configuration. FREE ACCESS
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6m 15sAfter completing this video, you will be able to provide an overview of the process and key values in creating a new table in Bigtable. FREE ACCESS
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5m 19sDuring this video, discover how to create a NoSQL Bigtable database and define its schema. FREE ACCESS
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4m 5sFind out how to upload data into Bigtable and retrieve relevant data via query. FREE ACCESS
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6m 28sUpon completion of this video, you will be able to describe the pricing options for semi-structured data and select the most appropriate model for a business case. FREE ACCESS
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8m 54sAfter completing this video, you will be able to identify common issues that can arise with Firebase and how to troubleshoot them. FREE ACCESS
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10m 11sUpon completion of this video, you will be able to identify common issues that can arise with Bigtable and how to troubleshoot them. FREE ACCESS
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1m 3sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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