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Microsoft Azure Data Solutions

In Implementing an Azure Data Solution (DP-200) training course, you will learn to implement various data platform technologies into solutions that are in line with business and technical requirements including on-premises, cloud, and hybrid data scenarios incorporating both relational and No-SQL data. You will also learn how to process data using a range of technologies and languages for both streaming and batch data. You will also explore to implement data security including authentication, authorization, data policies and standards. You will also define and implement data solution monitoring for both the data storage and data processing activities. Finally, you will manage and troubleshoot Azure data solutions which includes the optimization and disaster recovery of big data, batch processing and streaming data solutions.

In Designing an Azure Data Solution (DP-201) training course, you will learn to design various data platform technologies into solutions that are in line with business and technical requirements. This can include on-premise, cloud, and hybrid data scenarios which incorporate relational, No-SQL or Data Warehouse data. You will also learn how to design process architectures using a range of technologies for both streaming and batch data.

By attending Implementing an Azure Data Solution (DP-200) workshop, delegates will learn to:

  • Discuss the evolution of the Data Engineer role
  • Implement data security
  • Manage and troubleshoot Azure data solutions
  • Work with Azure Databricks, NoSQL data, Azure Data factory, and Advanced Threat Detection

By attending Designing an Azure Data Solution (DP-201) workshop, delegates will learn to:

  • Design and build secure, scalable and performance solutions
  • Work with design and architecture patterns to batch process data
  • Use Event Hubs and Stream Analytics to deliver real-time analysis of data
  • Identify network bottlenecks
  • Optimizing storage performance
  • Design an Azure architecture that is operationally-efficient

For Implementing an Azure Data Solution (DP-200)

  • Knowledge of Microsoft Azure

For Designing an Azure Data Solution (DP-201)

  • Attending a training on Implementing an Azure Data Solution or having equivalent knowledge

Data Professionals, Data Architects, and Business Intelligence Professionals

COURSE AGENDA

Implementing an Azure Data Solution (DP-200)
(Duration : 3 Days)

1

Azure for the Data Engineer

  • Explain the evolving world of data
  • Survey the services in the Azure Data Platform
  • Identify the tasks that are performed by a Data Engineer
2

Working with Data Storage

  • Choose a data storage approach in Azure
  • Create an Azure Storage Account
  • Explain Azure Data Lake storage
  • Upload data into Azure Data Lake
3

Enabling Team Based Data Science with Azure Databricks

  • Explain Azure Databricks
  • Explain Azure Databricks
  • Work with Azure Databricks
  • Read data with Azure Databricks
  • Perform transformations with Azure Databricks
4

Building Globally Distributed Databases with Cosmos DB

  • Create an Azure Cosmos DB database built to scale
  • Insert and query data in your Azure Cosmos DB database
  • Build a .NET Core app for Cosmos DB in Visual Studio Code
  • Distribute your data globally with Azure Cosmos DB
5

Working with Relational Data Stores in the Cloud

  • Use Azure SQL Database
  • Describe Azure SQL Data Warehouse
  • Creating and Querying an Azure SQL Data Warehouse
  • Use PolyBase to Load Data into Azure SQL Data Warehouse
6

Performing Real-Time Analytics with Stream Analytics

  • Explain data streams and event processing
  • Data Ingestion with Event Hubs
  • Processing Data with Stream Analytics Jobs
7

Orchestrating Data Movement with Azure Data Factory

  • Explain how Azure Data Factory works
  • Azure Data Factory Components
  • Azure Data Factory and Databricks
8

Securing Azure Data Platforms

  • Key security components
  • Securing Storage Accounts and Data Lake Storage
  • Securing Data Stores
  • Securing Streaming Data
9

Monitoring and Troubleshooting Data Storage and Processing

  • Explain the monitoring capabilities that are available
  • Troubleshoot common data storage issues
  • Troubleshoot common data processing issues
  • Manage disaster recovery
Designing an Azure Data Solution (DP-201)
(Duration : 2 Days)

1

Data Platform Architecture Considerations

  • Core Principles of Creating Architectures
  • Design with Security in Mind
  • Performance and Scalability
  • Design for availability and recoverability
  • Design for efficiency and operations
2

Azure Batch Processing Reference Architectures

  • 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
3

Azure Real-Time Reference Architectures

  • 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
4

Data Platform Security Design Considerations

  • Defense in Depth Security Approach
  • Identity Management
  • Infrastructure Protection
  • Encryption Usage
  • Network Level Protection
  • Application Security
5

Designing for Resiliency and Scale

  • 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
6

Design for Efficiency and Operations

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

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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