Build Batch Data Pipelines on Google Cloud
Earned oct. 8, 2023 EDT
Build Data Lakes and Data Warehouses on Google Cloud
Earned sept. 29, 2023 EDT
Google Cloud Big Data and Machine Learning Fundamentals
Earned mai 3, 2023 EDT
Set Up an App Dev Environment on Google Cloud
Earned avr. 5, 2023 EDT
Google Cloud Fundamentals: Core Infrastructure
Earned fév. 28, 2023 EST
Implementing Cloud Load Balancing for Compute Engine
Earned fév. 22, 2023 EST
In this intermediate course, you will learn to design, build, and optimize robust batch data pipelines on Google Cloud. Moving beyond fundamental data handling, you will explore large-scale data transformations and efficient workflow orchestration, essential for timely business intelligence and critical reporting.
Get hands-on practice using Dataflow for Apache Beam and Serverless for Apache Spark (Dataproc Serverless) for implementation, and tackle crucial considerations for data quality, monitoring, and alerting to ensure pipeline reliability and operational excellence. A basic knowledge of data warehousing, ETL/ELT, SQL, Python, and Google Cloud concepts is recommended.
En savoir plus
While the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.
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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.
En savoir plus
Earn a skill badge by completing the Set Up an App Dev Environment on Google Cloud skill badge course, where you learn how to build and connect storage-centric cloud infrastructure using the basic capabilities of the following technologies: Cloud Storage, Identity and Access Management, Cloud Functions, and Pub/Sub.
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Google Cloud Fundamentals: Core Infrastructure introduces important concepts and terminology for working with Google Cloud. Through videos and hands-on labs, this course presents and compares many of Google Cloud's computing and storage services, along with important resource and policy management tools.
En savoir plus
Complete the introductory Implementing Cloud Load Balancing for Compute Engine skill badge to demonstrate skills in the following: creating and deploying virtual machines in Compute Engine and configuring network and application load balancers.
Build Batch Data Pipelines on Google Cloud
Earned oct. 8, 2023 EDT
Build Data Lakes and Data Warehouses on Google Cloud
Earned sept. 29, 2023 EDT
Google Cloud Big Data and Machine Learning Fundamentals
Earned mai 3, 2023 EDT
Set Up an App Dev Environment on Google Cloud
Earned avr. 5, 2023 EDT
Google Cloud Fundamentals: Core Infrastructure
Earned fév. 28, 2023 EST
Implementing Cloud Load Balancing for Compute Engine
Earned fév. 22, 2023 EST