Data science solutions on Azure : tools and techniques using Databricks, Azure Synapse, and MLOps /

Understand and learn the skills needed to use modern tools in Microsoft Azure. This book discusses how to practically apply these tools in the industry, and help drive the transformation of organizations into a knowledge and data-driven entity. It provides an end-to-end understanding of data science...

Description complète

Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Soh, Julian, Singh, Priyanshi (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: [Place of publication not identified] : Apress, .2020.
Sujets:
Microsoft Azure (Computing platform)
Machine learning.
Apprentissage automatique.
Microsoft software.
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • Chapter 1: Data Science in the Modern Enterprise
  • Chapter 2: Statistical Techniques and Concepts in Data Science
  • Chapter 3: Data Preparation and Data Engineering Basics
  • Chapter 4: Introduction to Azure Machine Learning
  • Chapter 5: Hands on with Azure Machine Learning
  • Chapter 6: Apache Spark, Big Data, and Azure Databricks
  • Chapter 7: Hands-on with Azure Databricks
  • Chapter 8: Machine Learning Operations.

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