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

This practical guide bridges the gap between general cloud computing architecture in Microsoft Azure and scientific computing...
Dhs. 417.10 AED
Dhs. 417.10 AED
SKU: 9781098139049
Product Type: Books
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Author: Colby Ford
Format: Paperback
Language: English
Subtotal: Dhs. 417.10
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Genomics in the Azure Cloud: Scaling Your Bioinformatics Workloads Using Enterprise-Grade Solutions by Ford, Colby

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

Dhs. 417.10

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

Dhs. 417.10
Author: Colby Ford
Format: Paperback
Language: English

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

    Author: Colby Ford
    Publisher: O'Reilly Media
    Published: 12/20/2022
    Pages: 327
    Binding Type: Paperback
    Weight: 1.10lbs
    Size: 9.00h x 6.90w x 0.80d
    ISBN: 9781098139049

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