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ajay arige

Member since 2022

Bronze League

8995 points
Serverless Data Processing with Dataflow: Foundations Earned سبتمبر 24, 2024 EDT
Data Warehousing for Partners: Process Data with Dataproc Earned يوليو 3, 2024 EDT
Organize and Govern Data with Knowledge Catalog Earned أبريل 25, 2024 EDT
Data Lake Modernization on Google Cloud: Cloud Composer Earned مارس 21, 2024 EDT
Build a Data Warehouse with BigQuery Earned يناير 9, 2024 EST
[DEPRECATED] Google Cloud Big Data and Machine Learning Fundamentals Earned ديسمبر 26, 2023 EST

This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability framework. The Beam Portability framework achieves the vision that a developer can use their favorite programming language with their preferred execution backend. We then show you how Dataflow allows you to separate compute and storage while saving money, and how identity, access, and management tools interact with your Dataflow pipelines. Lastly, we look at how to implement the right security model for your use case on Dataflow.

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This course explores the implementation of data load and transformation pipelines for a BigQuery Data Warehouse using Dataproc.

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Complete the introductory Organize and Govern Data with Knowledge Catalog skill badge to demonstrate skills in the following: creating Knowledge Catalog assets, creating aspect types, and applying aspects to entries in Knowledge Catalog.

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Welcome to Cloud Composer, where we discuss how to orchestrate data lake workflows with Cloud Composer.

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Complete the intermediate Build a Data Warehouse with BigQuery skill badge course to demonstrate skills in the following: joining data to create new tables, troubleshooting joins, appending data with unions, creating date-partitioned tables, and working with JSON, arrays, and structs in BigQuery.

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This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

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