Perform Cloud Data Science with Azure Machine Learning (20774)

 

Resumen del Curso

The main purpose of the course is to give students the ability to analyze and present data by using Azure Machine Learning, and to provide an introduction to the use of machine learning with big data tools such as HDInsight and R Services.

Quién debería asistir

  • The primary audience for this course is people who wish to analyze and present data by using Azure Machine Learning.
  • The secondary audience is IT professionals, Developers , and information workers who need to support solutions based on Azure machine learning.

Prerrequisitos

In addition to their professional experience, students who attend this course should have:

  • Programming experience using R, and familiarity with common R packages
  • Knowledge of common statistical methods and data analysis best practices.
  • Basic knowledge of the Microsoft Windows operating system and its core functionality.
  • Working knowledge of relational databases.

Objetivos del curso

After completing this course, students will be able to:

  • Explain machine learning, and how algorithms and languages are used
  • Describe the purpose of Azure Machine Learning, and list the main features of Azure Machine Learning Studio
  • Upload and explore various types of data to Azure Machine Learning
  • Explore and use techniques to prepare datasets ready for use with Azure Machine Learning
  • Explore and use feature engineering and selection techniques on datasets that are to be used with Azure Machine Learning
  • Explore and use regression algorithms and neural networks with Azure Machine Learning
  • Explore and use classification and clustering algorithms with Azure Machine Learning
  • Use R and Python with Azure Machine Learning, and choose when to use a particular language
  • Explore and use hyperparameters and multiple algorithms and models, and be able to score and evaluate models
  • Explore how to provide end-users with Azure Machine Learning services, and how to share data generated from Azure Machine Learning models
  • Explore and use the Cognitive Services APIs for text and image processing, to create a recommendation application, and describe the use of neural networks with Azure Machine Learning
  • Explore and use HDInsight with Azure Machine Learning
  • Explore and use R and R Server with Azure Machine Learning, and explain how to deploy and configure SQL Server to support R services

Contenido del curso

  • Introduction to Machine Learning
  • Introduction to Azure Machine Learning
  • Managing Datasets
  • Preparing Data for use with Azure Machine Learning
  • Using Feature Engineering and Selection
  • Building Azure Machine Learning Models
  • Using Classification and Clustering with Azure machine learning models
  • Using R and Python with Azure Machine Learning
  • Initializing and Optimizing Machine Learning Models
  • Using Azure Machine Learning Models
  • Using Cognitive Services
  • Using Machine Learning with HDInsight
  • Using R Services with Machine Learning
Classroom training

Duración 5 días

Precio (sin incluir impuestos)
  • Panama: US$ 1.040,-
  • Argentina: US$ 1.040,-
  • Brasil: US$ 1.040,-
  • Chile: US$ 1.040,-
  • Colombia: US$ 1.040,-
  • Costa Rica: US$ 1.040,-
  • México: US$ 1.040,-
  • Perú: US$ 1.040,-
  • SA Voucher: 5
    hardcoded default SA
 
Presionar el boton sobre el nombre de la ciudad para reservar Calendario
Este es un curso en línea Guiado por un Instructor
Este es un curso FLEX, que es entregado tanto virtualmente como en el salón de clase.
América Latina
Argentina
Dec 16, 2019 - Dec 20, 2019 Entrenamiento en línea Zona Horaria: America/Buenos_Aires Lenguaje del curso: Español
Brasil
Nov 4, 2019 - Nov 8, 2019 Entrenamiento en línea Zona Horaria: America/Sao_Paulo Lenguaje del curso: Portugués
Costa Rica
Nov 4, 2019 - Nov 8, 2019 Entrenamiento en línea Zona Horaria: America/Costa_Rica Lenguaje del curso: Español
México
Nov 4, 2019 - Nov 8, 2019 Entrenamiento en línea Zona Horaria: America/Mexico_City Lenguaje del curso: Español

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Europa
Estonia
Dec 9, 2019 - Dec 13, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Tallinn
Italia
Nov 25, 2019 - Nov 29, 2019 Roma
Jan 13, 2020 - Jan 17, 2020 Roma
Feb 24, 2020 - Feb 28, 2020 Milano
Mar 30, 2020 - Apr 3, 2020 Roma
Suiza
Nov 25, 2019 - Nov 29, 2019 Zurich
Oriente Medio
Emiratos Árabes Unidos
Dec 8, 2019 - Dec 12, 2019 Dubai Lenguaje del curso: Inglés This course is being delivered by iTLS.
Jan 5, 2020 - Jan 9, 2020 Dubai Lenguaje del curso: Inglés This course is being delivered by iTLS.
Africa
Egipto
Dec 8, 2019 - Dec 12, 2019 El Cairo Lenguaje del curso: Inglés