Perform Cloud Data Science with Azure Machine Learning (20774)

Descripcion de Curso Calendario Esquema del Curso
 

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
Modality: C

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
Fechas y Registro
Entrenamiento en línea
Modality: L
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,-
Fechas y Registro
 
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
Brasil
May 20, 2019 - May 24, 2019 Entrenamiento en línea Zona Horaria: America/Sao_Paulo Lenguaje del curso: Portugués
Colombia
Mar 25, 2019 - Mar 29, 2019 Entrenamiento en línea Zona Horaria: America/Bogota Lenguaje del curso: Español
México
May 20, 2019 - May 24, 2019 Entrenamiento en línea Zona Horaria: America/Mexico_City Lenguaje del curso: Español
Europa
Alemania
Jan 21, 2019 - Jan 25, 2019 Hamburgo
Feb 11, 2019 - Feb 15, 2019 Frankfurt
Mar 4, 2019 - Mar 8, 2019 Munich
Mar 25, 2019 - Mar 29, 2019 Berlín
Apr 23, 2019 - Apr 27, 2019 Muenster 4 días
May 13, 2019 - May 17, 2019 Düsseldorf
Jun 3, 2019 - Jun 7, 2019 Hamburgo
Eslovenia
Jan 21, 2019 - Jan 25, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Ljubljana
Italia
Jan 21, 2019 - Jan 25, 2019 Milano
Feb 18, 2019 - Feb 22, 2019 Roma
Apr 15, 2019 - Apr 19, 2019 Milano
May 27, 2019 - May 31, 2019 Roma
Reino Unido
Jan 21, 2019 - Jan 25, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/London
Este curso será presentado por un socio
Apr 8, 2019 - Apr 12, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/London
Este curso será presentado por un socio
Romania
May 13, 2019 - May 17, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Bucharest
Suiza
Mar 4, 2019 - Mar 8, 2019 Zurich
May 13, 2019 - May 17, 2019 Zurich