Descrizione
Microsoft Official Courses On-Demand (MOC) rappresenta l’offerta formativa ufficiale Microsoft in modalità e-learning. Tutti i corsi MOC on-demand sono preparati da professionisti di livello internazionale per rispondere a pieno alle esigenze di raggiungimento della certificazione corrispondente e alla produttività aziendale. Il materiale didattico è di tipo multimediale: Video, Testo e Immagini composti secondo le ultime tecniche di auto apprendimento tipiche dei corsi in self-study online. Tutti i corsi sono corredati da Laboratori Remoti Online e Test di verifica per la preparazione all’esame di riferimento. È possibile acquistare assieme al corso anche il libro ufficiale per completare il kit di formazione. Questi prodotti formativi si prestano in modo ottimale anche al supporto della normale attività di training classica in aula o a distanza e in video presenza tempo reale.
Intro Corso:
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.
Obiettivi 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
Target:
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.
Recensioni
Ancora non ci sono recensioni.