DP-201 | Designing an Azure Data Solution

Audience Profile

• The primary audience 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 is individuals who develop applications that deliver content from the data platform technologies that exist on Microsoft Azure.

Prerequisites

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

• Azure fundamentals

• DP-200: Implementing an Azure Data Solution

Course Outline

Module 1: Data Platform Architecture Considerations

Lessons

• Core Principles

• Design with Security in Mind

• Performance & Scalability

• Design for availability & recoverability

• Design for efficiency & operations

Module 2: Azure Batch Processing Reference Architectures

Lessons

• Lambda architectures from a Batch Mode Perspective

• Design an Enterprise BI solution

• Automate enterprise BI solutions

• Architect an Enterprise-grade Conversational Bot in Azure

Module 3: Azure Real-Time Reference Architectures

Lessons

• Lambda architectures for a Real-Time Perspective

• Azure Stream Analytics

• Azure Databricks

• Azure IoT reference architecture

Module 4: Data Platform Security Design Considerations

Lessons

• Defense in Depth Security Approach

• Identity Management

• Infrastructure Protection

• Encryption Usage

• Network Level Protection

• Application Security

Module 5: Designing for Resiliency & Scale

Lessons

• Adjust Workload Capacity by Scaling

• Optimize Network Performance

• Identifying Performance Bottlenecks

• Design a Highly Available Solution

• Incorporate Disaster Recovery into Architectures

• Design Backup & Restore strategies

Module 6: Design for Efficiency & Operations

Lessons

• Maximizing the Efficiency of your Cloud Environment

• Use Monitoring & Analytics to Gain Operational Insights

• Use Automation to Reduce Effort & Error

Qualitia specializes in Microsoft Azure, Data Science, Machine Learning and AI. We can help you in your preparation for Exam DP-201 | Designing an Azure Data Solution.

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