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Perform Cloud Data Science with Azure Machine Learning (20774)

Course Description Kurs tarihleri Course Outline
 

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.

Kimler katılmalı

  • 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.

önkoşullar

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.

Kurs hedefi

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

Kurs içeriği

  • 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

Süre 5 Gün

Tarihler ve Rezervasyon
 
Reservasyon için şehir adını tıklayın Kurs tarihleri
Türkiye

Currently no local training dates available.  For enquiries please write to info@fastlane.si.

Avrupa
Büyük Britanya
2019-07-29 - 2019-08-02 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/London Enroll
Fransa
2019-09-30 - 2019-10-04 Paris Enroll
Isviçre
2019-08-12 - 2019-08-16 Zürich Enroll
2019-11-25 - 2019-11-29 Zürich Enroll
Italya
2019-09-09 - 2019-09-13 Roma Enroll
2019-10-14 - 2019-10-18 Milano Enroll
2019-11-25 - 2019-11-29 Roma Enroll
Latin America
Arjantin
2019-12-16 - 2019-12-20 Online training saat dilimi: America/Buenos_Aires Kurs dili: İspanyolca Enroll
Brezilya
2019-11-04 - 2019-11-08 Online training saat dilimi: America/Sao_Paulo Kurs dili: portekizce Enroll
Costa Rica
2019-11-04 - 2019-11-08 Online training saat dilimi: America/Costa_Rica Kurs dili: İspanyolca Enroll
Meksika
2019-11-04 - 2019-11-08 Online training saat dilimi: America/Mexico_City Kurs dili: İspanyolca Enroll
Peru
2019-09-23 - 2019-09-27 Online training saat dilimi: America/Lima Kurs dili: İspanyolca Enroll
Orta Doğu
Birleşik Arap Emirlikleri
2019-12-08 - 2019-12-12 Dubai Kurs dili: Ingilizce This course is being delivered by iTLS. Enroll
Afrika
Mısır
2019-12-08 - 2019-12-12 Kahire Kurs dili: Ingilizce Enroll
Instructor-led Online Training WebEx aracılığıyla VoIP ortamında gerçekleştirilir. Herhangi bir online kurslar hakkında sorularınız varsa, bize bu numaradan +49 (0)40 25334610 ulaşabilir veya e-mail ile info@flane.de iletişime geçebilirsiniz.
This is a FLEX course, which is delivered both virtually and in the classroom.
 

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