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Designing an Azure Data Solution (DP-201T01)

 

Course Overview

In this course, the students will design various data platform technologies into solutions that are in line with business and technical requirements. This can include on-premises, cloud, and hybrid data scenarios which incorporate relational, No-SQL or Data Warehouse data. They will also learn how to design process architectures using a range of technologies for both streaming and batch data.

The students will also explore how to design data security including data access, data policies and standards. They will also design Azure data solutions which includes the optimization, availability and disaster recovery of big data, batch processing and streaming data solutions.

Who should attend

The audience for this course is data professionals, data architects, and business intelligence professionals who want to learn about the data platform technologies that exist on Microsoft Azure.

The secondary audience for this course is individuals who develop applications that deliver content from the data platform technologies that exist on Microsoft Azure.

Certifications

This course is part of the following Certifications:

Prerequisites

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

Course Content

Module 1: Data Platform Architecture Considerations

In this module, the students will learn how to design and build secure, scalable and performant solutions in Azure by examining the core principles found in every good architecture. They will learn how using key principles throughout your architecture regardless of technology choice, can help you design, build, and continuously improve your architecture for an organizations benefit.

Lessons
  • Core Principles of Creating Architectures
  • Design with Security in Mind
  • Performance and Scalability
  • Design for availability and recoverability
  • Design for efficiency and operations
  • Case Study
Lab: Case Study
  • Design with security in mind
  • Consider performance and scalability
  • Design for availability and recoverability
  • Design for efficiency and operations

After completing this module, students will be able to:

  • Design with Security in mind
  • Consider performance and scalability
  • Design for availability and recoverability
  • Design for efficiency and operations
Module 2: Azure Batch Processing Reference Architectures

In this module, the student will learn the reference design and architecture patterns for dealing with the batch processing of data. The student will be exposed to dealing with the movement of data from on-premises systems into a cloud data warehouse and how it can be automated. The student will also be exposed to an AI architecture and how the data platform can integrate with an AI solution.

Lessons
  • Lambda architectures from a Batch Mode Perspective
  • Design an Enterprise BI solution in Azure
  • Automate enterprise BI solutions in Azure
  • Architect an Enterprise-grade Conversational Bot in Azure
Lab: Architect an Enterprise-grade Conversational Bot in Azure
  • Designing an Enterprise BI solution in Azure
  • Automate an Enterprise BI solution in Azure

After completing this module, students will be able to:

  • Core Principles of Creating Architectures
  • Describe Lambda architectures from a Batch Mode Perspective
  • Design an Enterprise BI solution in Azure
  • Automate enterprise BI solutions in Azure
  • Architect an Enterprise-grade conversational bot in Azure
  • Case study
Module 3: Azure Real-Time Reference Architectures

In this module, the student will learn the reference design and architecture patterns for dealing with streaming data. They will learn how streaming data can be ingested by Event Hubs and Stream Analytics to deliver real-time analysis of data. They will also explore a data science architecture the streams data into Azure Databricks to perform trend analysis. They will finally learn how an Internet of Things (IoT) architecture will require data platform technologies to store data.

Lessons
  • Lambda architectures for a Real-Time Perspective
  • Architect a stream processing pipeline with Azure Stream Analytics
  • Design a stream processing pipeline with Azure Databricks
  • Create an Azure IoT reference architecture
Lab: Azure Real-Time Reference Architectures
  • Architect a stream processing pipeline with Azure Stream Analytics
  • Design a stream processing pipeline with Azure Databricks
  • Create an Azure IoT reference architecture

After completing this module, students will be able to:

  • Lambda architectures for a Real-Time Mode Perspective
  • Architect a stream processing pipeline with Azure Stream Analytics
  • Design a stream processing pipeline with Azure Databricks
  • Create an Azure IoT reference architecture
Module 4: Data Platform Security Design Considerations

In this module, the student will learn how to incorporate security into an architecture design and learn the key decision points in Azure provides to help you create a secure environment through all the layers of your architecture.

Lessons
  • Defense in Depth Security Approach
  • Identity Management
  • Infrastructure Protection
  • Encryption Usage
  • Network Level Protection
  • Application Security
Lab: Data Platform Security Design Considerations
  • Defense in Depth Security Approach
  • Identity Protection

After completing this module, students will be able to:

  • Defense in Depth Security Approach
  • Identity Management
  • Infrastructure Protection
  • Encryption Usage
  • Network Level Protection
  • Application Security
Module 5: Designing for Resiliency and Scale

In this module, student will learn scaling services to handle load. They will learn how identifying network bottlenecks and optimizing your storage performance are important to ensure your users have the best experience. They will also learn how to handle infrastructure and service failure, recover from the loss of data, and recover from a disaster by designing availability and recoverability into your architecture.

Lessons
  • Adjust Workload Capacity by Scaling
  • Optimize Network Performance
  • Design for Optimized Storage and Database Performance
  • Identifying Performance Bottlenecks
  • Design a Highly Available Solution
  • Incorporate Disaster Recovery into Architectures
  • Design Backup and Restore strategies
Lab: Designing for Resiliency and Scale
  • Adjust Workload Capacity by Scaling
  • Design for Optimized Storage and Database Performance
  • Design a Highly Available Solution
  • Incorporate Disaster Recovery into Architectures

After completing this module, students will be able to:

  • Adjust Workload Capacity by Scaling
  • Optimize Network Performance
  • Design for Optimized Storage and Database Performance
  • Identifying Performance Bottlenecks
  • Design a Highly Available Solution
  • Incorporate Disaster Recovery into Architectures
  • Design Backup and Restore strategies
Module 6: Design for Efficiency and Operations

In this module, students will learn how to design an Azure architecture that is operationally-efficient and minimizes costs by reducing spend, they will understand how to design architectures that eliminates waste and gives them full visibility into what is being utilized in your organizations Azure environment.

Lessons
  • Maximizing the Efficiency of your Cloud Environment
  • Use Monitoring and Analytics to Gain Operational Insights
  • Use Automation to Reduce Effort and Error
Lab: Design for Efficiency and Operations
  • Maximize the Efficiency of your Cloud Environment
  • Use Monitoring and Analytics to Gain Operational Insights
  • Use Automation to Reduce Effort and Error

After completing this module, students will be able to:

  • Maximize the Efficiency of your Cloud Environment
  • Use Monitoring and Analytics to Gain Operational Insights
  • Use Automation to Reduce Effort and Error
Online Training

Duration 2 days

Price (excl. tax)
  • 1,390.- €
Digital courseware

Courseware language: English

Classroom Training

Duration 2 days

Price (excl. tax)
  • Germany: 1,390.- €
  • Switzerland: CHF 1,640.-
incl. catering
Catering includes:

  • Coffee, Tea, Juice, Water, Soft drinks
  • Pastry and Sweets
  • Fresh fruits
  • Lunch in a nearby restaurant

* Catering information only valid for courses delivered by Fast Lane.


Digital courseware

Courseware language: English

Schedule

Guaranteed date:   The course is guaranteed to run regardless of the number of participants. This excludes unforeseeable events (e.g. accident, illness of the trainer) which make it impossible to carry out the course.
Instructor-led Online Training:   Course conducted online in a virtual classroom.
FLEX™ Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.
English
Time zone CEST
29/10/2020 ― 30/10/2020 Online Training Time zone: CET
26/11/2020 ― 27/11/2020 Online Training This is an English language FLEX course.
Time zone: CET
03/12/2020 ― 04/12/2020 Online Training Time zone: CET
1 hour difference
23/11/2020 ― 24/11/2020 Online Training Time zone: EET
26/11/2020 ― 27/11/2020 Online Training Time zone: GMT
28/01/2021 ― 29/01/2021 Online Training This is an English language FLEX course.
Time zone: GMT
25/03/2021 ― 26/03/2021 Online Training This is an English language FLEX course.
Time zone: GMT
20/05/2021 ― 21/05/2021 Online Training This is an English language FLEX course.
Time zone: BST
2 hours difference
11/10/2020 ― 12/10/2020 Online Training Time zone: UTC+4
23/05/2021 ― 24/05/2021 Online Training Time zone: UTC+4
12/09/2021 ― 13/09/2021 Online Training Time zone: UTC+4
3 hours difference
19/10/2020 ― 21/10/2020 Online Training Time zone: IST 3 days
22/10/2020 ― 23/10/2020 Online Training Time zone: IST
15/11/2020 ― 16/11/2020 Online Training Time zone: UTC+4
24/01/2021 ― 25/01/2021 Online Training Time zone: UTC+4
12/12/2021 ― 13/12/2021 Online Training Time zone: UTC+4
4 hours difference
21/12/2020 ― 22/12/2020 Online Training Time zone: IST
7 hours difference
05/11/2020 ― 06/11/2020 Online Training Time zone: UTC+8
30/11/2020 ― 03/12/2020 Online Training Time zone: CST 4 days guaranteed date!
30/11/2020 ― 03/12/2020 Online Training Time zone: CST 4 days guaranteed date!
30/11/2020 ― 03/12/2020 Online Training Time zone: CST 4 days guaranteed date!
30/11/2020 ― 03/12/2020 Online Training Time zone: CST 4 days guaranteed date!
9 hours difference
05/10/2020 ― 08/10/2020 Online Training Time zone: PDT 4 days Sold out
You will be placed on a waitlist.
05/10/2020 ― 08/10/2020 Online Training Time zone: PDT 4 days Sold out
You will be placed on a waitlist.
05/10/2020 ― 08/10/2020 Online Training Time zone: PDT 4 days Sold out
You will be placed on a waitlist.
05/10/2020 ― 08/10/2020 Online Training Time zone: PDT 4 days Sold out
You will be placed on a waitlist.
12/11/2020 ― 13/11/2020 Online Training Time zone: PST guaranteed date!
12/11/2020 ― 13/11/2020 Online Training Time zone: PST guaranteed date!
10 hours difference
16/11/2020 ― 17/11/2020 Online Training Time zone: AEDT
FLEX™ Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.
Germany
22/10/2020 ― 23/10/2020 Berlin
03/12/2020 ― 04/12/2020 Frankfurt
28/01/2021 ― 29/01/2021 Stuttgart
18/02/2021 ― 19/02/2021 Berlin
18/03/2021 ― 19/03/2021 Hamburg
29/04/2021 ― 30/04/2021 Frankfurt
17/06/2021 ― 18/06/2021 Düsseldorf
29/07/2021 ― 30/07/2021 Munich
FLEX & Online Training

Please see below our alternative, English language, FLEX course options.

28/01/2021 ― 29/01/2021 London, City This is an English language FLEX course.
Time zone: GMT
25/03/2021 ― 26/03/2021 London, City This is an English language FLEX course.
Time zone: GMT
Switzerland
19/10/2020 ― 20/10/2020 Zurich This is an German language FLEX course.
Time zone: CEST
26/10/2020 ― 27/10/2020 Basel
26/10/2020 ― 27/10/2020 Bern
26/10/2020 ― 27/10/2020 Zurich This is an German language FLEX course.
Time zone: CET
16/11/2020 ― 17/11/2020 Zurich This is an German language FLEX course.
Time zone: CET
30/11/2020 ― 01/12/2020 Basel
30/11/2020 ― 01/12/2020 Bern
30/11/2020 ― 01/12/2020 Zurich This is an German language FLEX course.
Time zone: CET
07/12/2020 ― 08/12/2020 Zurich This is an German language FLEX course.
Time zone: CET
Austria
26/11/2020 ― 27/11/2020 Vienna (iTLS) This is an English language FLEX course.
Time zone: CET