Azure Data Engineer Skill Path
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End-to-end industry-focused skill path to help gain essential skills of an Azure Data Engineer
Pre-Requisites
Key Highlights
✅ Big Data analysis on datasets larger than 7 GB
✅Hand's On Streaming APIs
✅ Aligned to Azure Data Engineer Certification
Skill Path
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A Practical Sense to SQL Query Optimization
This module dives deep into how to write queries in the most optimal way which would save computing resources and cost for an organization
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Advanced Data wrangling and Python code optimization
This module dives deep into writing a modular code for challenging data tasks and working with complex data structures like JSON
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Big Data Foundations
This module introduces you to the world of big data storage and processing and why using monolithic systems is a bad design for big data
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Significance of Cloud
This module introduces you to the need for using the cloud and how it solves the modern-day data problems in the industry
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Working with Object storage on Azure Cloud
This module gives you a practical sense of data lakes, and when and where to use them. It also introduces you to the work of cloud SDK and how to use it programmatically Ingest the data from Data-Lakes
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User Management in Azure
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Working with Azure SQL
This module gives you to various databases on the cloud and how to connect to them This module also deep dives into the ingestion of data from these databases
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Need for ETL for Organizations
This module dives deep into the need for ETL Pipelines
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A Simple ETL using Python
This is a basic end to end project In which
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Introduction to NoSql using CosmosDB
Explore the landscape of database solutions for NoSQL using Azure Cosmos, where we delve into why NoSQL is crucial in modern data handling. This module also briefly introduces you to various
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Serverless ETL with Azure Data factory
This module gives a comprehensive overview of building Serverless ETL pipelines using Azure Data factory
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ETL Pipeline Using ADF - Part 1
This scenario helps you implement the ADF skills acquired in the previous module.
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Advanced Azure Data Factory
This module dives deep into solving core Data engineering problems using ADF. This module also touches upon how to optimize the pipelines to make it production-ready
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ETL Pipeline Using ADF - Part 2
This scenario helps you implement the ADF skills acquired in the previous module.
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Designing Streaming Pipelines in Azure
This module gives an in-depth exploration of processing live data streams. building scalable streaming applications and integration with various data sources.
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Designing Logical Data Warehouse with Azure Synapse
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Designing a Physical Data Warehouse with Azure Synapse
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Data Governance with Azure Purview
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Certification Bundle
This module will allow you to be battle-ready for taking the Azure DP 203 certification exam
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Capstone Project
This is the end-to-end project covering having skills from across the path. You can choose and work with projects from catalog