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Genomics in the Azure Cloud: Scaling Your Bioinformatics Workloads Using Enterprise-Grade Solutions, Colby
Genomics in the Azure Cloud: Scaling Your Bioinformatics Workloads Using Enterprise-Grade Solutions, Colby
Genomics in the Azure Cloud: Scaling Your Bioinformatics Workloads Using Enterprise-Grade Solutions, Colby
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МоваEnglish
ОбкладинкаМ'яка
Папірбіла, офсет
Рік2022
Станнова книга
Сторінок327

This practical guide bridges the gap between general cloud computing architecture in Microsoft Azure and scientific computing for bioinformatics and genomics. You'll get a solid understanding of the architecture patterns and services that are offered in Azure and how they might be used in your bioinformatics practice. You'll get code examples that you can reuse for your specific needs. And you'll get plenty of concrete examples to illustrate how a given service is used in a bioinformatics context.

You'll also get valuable advice on how to:

Use enterprise platform services to easily scale your bioinformatics workloads

Organize, query, and analyze genomic data at scale

Build a genomics data lake and accompanying data warehouse

Use Azure Machine Learning to scale your model training, track model performance, and deploy winning models

Orchestrate and automate processing pipelines using Azure Data Factory and Databricks

Cloudify your organization's existing bioinformatics pipelines by moving your workflows to Azure high-performance compute services

And more

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Genomics in the Azure Cloud: Scaling Your Bioinformatics Workloads Using Enterprise-Grade Solutions, Colby

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