DP-203 Exam Prep – Introduction

سرفصل های دوره

1. DP-203 Exam Prep - Introduction

Learning Path Introduction

2. Overview of Azure Services

1. Course Introduction

2. Azure Overview

3. Using the Azure Portal

4. Using the Azure CLI

5. Service Categories

6. Designing a Solution

7. Managing Services

8. Summary

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3. Designing an Azure Data Implementation

1. Introduction

2. Azure Storage

3. Azure Data Services

4. Relational Database Storage

5. NoSQL Storage

6. Cosmos DB

7. Conclusion

4. Introduction to Azure Synapse Analytics

1. Introduction

2. Azure Synapse Analytics Overview

3. Serverless SQL Pool Demo

4. Dedicated SQL Pool Demo

5. Spark Pool Demo

6. Pipeline Demo

7. Summary

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5. Optimizing Dedicated SQL Pools in Azure Synapse Analytics

1. Introduction

2. Loading, Distributing, and Partitioning

3. Query Optimization

4. Security

5. Disaster Recovery

6. Summary

6. Running Spark on Azure Databricks

1. Introduction

2. Overview

3. Setup

4. Notebooks

5. Jobs

6. Training a Machine Learning Model

7. Deploying a Trained Model

8. Summary

09-building-and-querying-a-delta-lake.zip

7. Using Azure Data Lake Storage Gen2

1. Introduction

2. Overview

3. Creating a Filesystem

4. Security

5. Ingesting Data

6. Accessing ADLS from Azure Databricks

7. Analyzing Data with Azure Databricks

8. Monitoring and Optimization

9. Summary

8. Introduction to Delta Lake on Azure Databricks

1. Introduction

2. Overview

3. Using Delta Lake

4. Optimizing Delta Lake

5. Summary

9. Designing Data Flows in Azure

1. Introduction

2. The Basics of Data Flow

3. Common Data Flow Scenarios

4. Data Lifecycle

5. Determining Data Flow Requirements

6. Benefits of Data Flow in the Cloud

7. Assessing Data Flow Requirements

8. Azure Storage

9. Azure Data Lake Storage

10. Demo Create an Azure Data Lake Storage Gen2 Enabled Storage Account

11. Azure Data Factory

12. Demo Create a Data Factory

13. Demo Creating a Pipeline with a Data Factory

14. Database Services

15. Azure HDInsight

16. Azure Databricks

17. Azure Synapse Analytics

18. The Modern Data Warehouse

19. Summary

10. Handling Slowly Changing Dimensions With Azure Synapse Analytics Pipelines

1. Introduction

2. Slowly Changing Dimensions

3. Overview of the Example

4. DEMO Creating the Data Flow

5. DEMO Running the Data Flow

6. Summary

11. Managing Azure Blob Storage

1. Introduction

2. Course Introduction

3. Creating an Azure Storage Account

4. Moving Blobs Between Storage Containers

5. Moving Blobs Between Storage Accounts

6. Setting and Retrieving Blob Properties and Metadata

7. Implementing Blob Leasing

8. Implementing Data Archiving and Retention

9. Summary

12. Introduction to Azure Stream Analytics

1. Introduction

2. Overview

3. Creating and Running a Job

4. Time Windows

5. Running a More Complex Job

6. Monitoring

7. Scaling

8. Troubleshooting

9. Conclusion

13. Analyzing Resource Utilization on Azure

1. Introduction

2. Overview

3. Diagnostic Logging

4. Creating Locations for Diagnostic Logging

5. Enabling Diagnostic Logs Using the Azure Portal

6. Enabling Diagnostic Logs Using PowerShell

7. Viewing and Accessing Diagnostic Data

8. Alerting

9. Analyzing and Creating Alerts

10. Azure Advisor

11. Resource Baseline

12. Monitoring Cost Consumption

13. Resource Tagging

14. Azure Cost Management

15. Azure Cost Management Demo

16. Summary

14. Microsoft Azure Security Solutions

1. Introduction

2. What is Shared Responsibility

3. Responsibilities by Platform

4. General Azure Security

5. Storage Security

6. Database Security

7. Dynamic Data Masking

8. Identity and Access Management

9. Networking Security

10. Conclusion

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مدرس: Guy Hummel