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Microsoft Cloud Workshop Cosmos DB Real Time Advanced Analytics


Microsoft Cloud Workshop Cosmos DB Real Time Advanced Analytics

In this workshop, you will learn to design a data pipeline solution that leverages Cosmos DB for both the scalable ingest of streaming data, and the globally distributed serving of both pre-scored data and machine learning models. The solution leverages the Cosmos DB change data feed in concert with the Azure Databricks Delta to enable a modern data warehouse solution that can be used to create risk reduction solutions for scoring transactions for fraud in an offline, batch approach and in a near real-time, request/response approach.


Objetivos

After completing this course, students will be able to: 

  • Implement solutions that leverage the strengths of Cosmos DB in support of advanced analytics solutions that require high throughput ingest, low latency serving and global scale in combination with scalable machine learning, big data and real-time processing capabilities. 

Perfil de los alumnos

This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services.  Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure. 


Requisitos previos

In addition to their professional experience, students who take this training should already have the following technical knowledge: 

  • Basic knowledge of Cosmos DB 
  • Basic knowledge of Azure Databricks 

Profesorado

Our team of highly qualified instructors combine training activities with the development of their profession as experts in the field of IT. Professionals certified by the major manufacturers capable of transferring an enjoyable and easy to understand technical concepts more abstract. 


Documentación

A copy of the official Microsoft documentation. 


Contenidos del Microsoft Cloud Workshop Cosmos DB Real Time Advanced Analytics

Whiteboard Design Session – Cosmos DB real-time advanced analytics 

  • Review the customer case study 
  • Design a proof of concept solution 
  • Present the solution 

Hands-on Lab – Cosmos DB real-time advanced analytics 

  • Collecting streaming transaction data 
  • Understanding and preparing the transaction data at scale 
  • Creating and evaluating fraud models 
  • Scaling globally 
  • Reporting 

Metodología

Active and participatory course through demonstrations, practical exercises and clinical analysis of users of all the theoretical topics taught by the instructor in order to deal with real cases of the related product. The trainer will also use different dynamics that allow group work in the classroom as challenges, evaluation exams and real cases to prepare for the associated Microsoft certification exam, if there is one. 


Certificaciones

Continual evaluation based on group and individual activities. The faculty will give continuous feedback and at the end of the activities to each participant.  

During the course the participants will complete an evaluation test that must be passed with more than 75%. They will have one hour available for its realization 

 

Conditions of additional certification services are subject to the terms of the license owner or of the authorized certification authority. 


Acreditación

Se emitirá Certificado de Asistencia sólo a los alumnos con una asistencia superior al 75% y Diploma aprovechamiento si superan también la prueba de evaluación.


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