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Perform Cloud Data Science with Azure Machine Learning (MOC 20774)

Descrizione del Corso Schedulazione Contenuti del Corso
 

Course Overview

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.

Chi dovrebbe partecipare

  • 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.

Prerequisiti

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.

Obiettivi del Corso

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

Contenuti del Corso

  • 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
Formazione in Aula
Modality: C

Durata 5 Giorni

Prezzo (IVA esclusa)
  • Italia: 1.600,- €
Date e prenotazione
 
Clicca sulla città per iscriverti Schedulazione
Europa
Italia
15.04. - 19.04.2019 Milano
27.05. - 31.05.2019 Roma
08.07. - 12.07.2019 Milano
09.09. - 13.09.2019 Roma
14.10. - 18.10.2019 Milano
25.11. - 29.11.2019 Roma
FLEX Training

Di seguito i corsi disponibili in modalità Flex.

08.04. - 12.04.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/London
13.05. - 17.05.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/Bucharest
13.05. - 17.05.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/London
29.07. - 02.08.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/London
09.12. - 13.12.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/Tallinn
Svizzera
13.05. - 17.05.2019 Zürich
12.08. - 16.08.2019 Zürich
25.11. - 29.11.2019 Zürich
Francia
16.05. - 20.05.2019 Parigi 3 Giorni
30.09. - 04.10.2019 Parigi
Germania
23.04. - 26.04.2019 Münster 4 Giorni
13.05. - 17.05.2019 Düsseldorf
Regno Unito
08.04. - 12.04.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/London
13.05. - 17.05.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/London
29.07. - 02.08.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/London
Estonia
09.12. - 13.12.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/Tallinn
Romania
13.05. - 17.05.2019 FLEX training Corso FLEX in lingua Inglese
Fuso orario: Europe/Bucharest
Latin America
Argentina
16.12. - 20.12.2019 Formazione online Fuso orario: America/Buenos_Aires Lingua Corso: Spagnolo
Brasile
20.05. - 24.05.2019 Formazione online Fuso orario: America/Sao_Paulo Lingua Corso: Portoghese
04.11. - 08.11.2019 Formazione online Fuso orario: America/Sao_Paulo Lingua Corso: Portoghese
Chile
24.06. - 28.06.2019 Formazione online Fuso orario: America/Santiago Lingua Corso: Spagnolo
Costa Rica
04.11. - 08.11.2019 Formazione online Fuso orario: America/Costa_Rica Lingua Corso: Spagnolo
Messico
20.05. - 24.05.2019 Formazione online Fuso orario: America/Mexico_City Lingua Corso: Spagnolo
04.11. - 08.11.2019 Formazione online Fuso orario: America/Mexico_City Lingua Corso: Spagnolo
Peru
23.09. - 27.09.2019 Formazione online Fuso orario: America/Lima Lingua Corso: Spagnolo
Medio Oriente
Emirati Arabi
16.06. - 20.06.2019 Dubai Lingua Corso: Inglese This course is being delivered by iTLS.
08.12. - 12.12.2019 Dubai Lingua Corso: Inglese This course is being delivered by iTLS.
Qatar
16.06. - 20.06.2019 Doha Lingua Corso: Inglese
Africa
Egitto
16.06. - 20.06.2019 Cairo Lingua Corso: Inglese
08.12. - 12.12.2019 Cairo Lingua Corso: Inglese
Questo è un corso Online
Questo è un corso FLEX, erogato sia in aula che in remoto, contemporaneamente.
 

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