Data Science Solution on Azure: Data Solution Optimization
Azure 2021
| Intermediate
- 11 Videos | 1h 4m 1s
- Includes Assessment
- Earns a Badge
Ensuring that data storage and processing systems are operating efficiently will allow your organization to save both time and money. There are several tips and tricks that can be used to optimize both Azure Data Storage service and processes. In this course, you'll learn about cloud optimization and best practices for optimizing data using data partitions, Azure Data Lake Storage tuning, Azure Synapse Analytics tuning, and Azure Databricks auto-optimizing. You'll examine strategies for partitioning data using Azure-based storage solutions. Next, you'll explore the stages of the Azure Blob lifecycle management and how to optimize Azure Data Lake Storage Gen2, Azure Stream Analytics, and Azure Synapse Analytics. Finally, you'll learn about optimizing Azure Data Storage services such Azure Cosmos DB using indexing and partitioning, as well as Azure Blob Storage and Azure Databricks. This course is one in a collection that prepares learners for the Designing and Implementing a Data Science Solution on Azure (DP-100) exam.
WHAT YOU WILL LEARN
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discover the key concepts covered in this coursedescribe cloud optimization, as well as best practices for optimizing data using data partitions, Azure Data Lake Storage tuning, Azure Synapse Analytics tuning, and Azure Databricks auto-optimizingdescribe various strategies for partitioning data using Azure-based storage solutionsdescribe the stages of the Azure Blob lifecycle managementdescribe how to optimize Azure Data Lake Storage Gen2 for performancedescribe methods for optimizing Azure Stream Analytics
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describe methods for optimizing Azure Synapse Analyticsdescribe how to optimize Azure Cosmos DB using indexing and partitioningdescribe methods for optimizing Azure Blob Storagedescribe methods for optimizing Azure Databrickssummarize the key concepts covered in this course
IN THIS COURSE
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1.Course Overview1m 42sUP NEXT
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2.Azure Data Solution Optimization6m 24s
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3.Data Partitioning Strategies7m 4s
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4.Azure Blob Lifecycle Management6m 37s
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5.Azure Data Lake Storage Gen2 Optimization5m 27s
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6.Azure Stream Analytics Optimization7m 27s
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7.Azure Synapse Analytics Optimization8m 22s
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8.Azure Cosmos DB Optimization6m 19s
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9.Azure Blob Storage Optimization7m 53s
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10.Azure Databricks Optimization6m
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11.Course Summary45s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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