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[ CourseWikia com ] End-to-End Data Engineering Project
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Get Bonus Downloads Here.url (Size: 158.96 MB) (Files: 77)
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01 - Introduction
01 - Transform complex data into insights.mp4
01 - Transform complex data into insights.srt
02 - What you should know.mp4
02 - What you should know.srt
02 - 1. Project Overview and Preparation
01 - Project architecture overview.mp4
01 - Project architecture overview.srt
02 - Project setup.mp4
02 - Project setup.srt
03 - Understanding the Big Star Collectibles database.mp4
03 - Understanding the Big Star Collectibles database.srt
04 - Setting up your data warehouse.mp4
04 - Setting up your data warehouse.srt
03 - 2. Data Extraction and Loading
01 - Getting started with ELT tools An introduction to Airbyte.mp4
01 - Getting started with ELT tools An introduction to Airbyte.srt
02 - Deploying Airbyte for data synchronization.mp4
02 - Deploying Airbyte for data synchronization.srt
03 - Setting up sources and destinations in Airbyte.mp4
03 - Setting up sources and destinations in Airbyte.srt
04 - Establishing connections in Airbyte.mp4
04 - Establishing connections in Airbyte.srt
05 - Synchronizing and navigating through data.mp4
05 - Synchronizing and navigating through data.srt
04 - 3. Starting Data Transformation and Modeling
01 - Introduction to data modeling with dbt.mp4
01 - Introduction to data modeling with dbt.srt
02 - Understanding the structure of a dbt project.mp4
02 - Understanding the structure of a dbt project.srt
03 - Initiating your dbt project.mp4
03 - Initiating your dbt project.srt
04 - Configuring data sources in dbt.mp4
04 - Configuring data sources in dbt.srt
05 - Challenge Add a freshness check.mp4
05 - Challenge Add a freshness check.srt
06 - Solution Add a freshness check.mp4
06 - Solution Add a freshness check.srt
05 - 4. Data Transformation and Modeling
01 - Creating and customizing your dbt models.mp4
01 - Creating and customizing your dbt models.srt
02 - Reviewing and executing dbt.mp4
02 - Reviewing and executing dbt.srt
03 - Securing your data with dbt tests.mp4
03 - Securing your data with dbt tests.srt
04 - Challenge Add tests to the Marts model.mp4
04 - Challenge Add tests to the Marts model.srt
05 - Solution Add tests to the Marts model.mp4
05 - Solution Add tests to the Marts model.srt
06 - Automating documentation in dbt.mp4
06 - Automating documentation in dbt.srt
07 - Completing your dbt project A full development cycle.mp4
07 - Completing your dbt project A full development cycle.srt
06 - 5. Data Orchestration
01 - Introduction to data orchestration with Dagster.mp4
01 - Introduction to data orchestration with Dagster.srt
02 - Integrating dbt models with Dagster assets.mp4
02 - Integrating dbt models with Dagster assets.srt
03 - Integrating Airbyte connections with Dagster assets.mp4
03 - Integrating Airbyte connections with Dagster assets.srt
04 - Materializing assets using Dagit.mp4
04 - Materializing assets using Dagit.srt
05 - Challenge Add a schedule to your data pipeline.mp4
05 - Challenge Add a schedule to your data pipeline.srt
06 - Solution Add a schedule to your data pipeline.mp4
06 - Solution Add a schedule to your data pipeline.srt
07 - Conclusion
01 - An evolving field.mp4
01 - An evolving field.srt
Bonus Resources.txt
Ex_Files_End_to_End_Data_Engineering_Project
Exercise Files
00_02 Tech Setup.pdf
dagster_airbyte_assets.txt
dagster_assets.txt
database_config.txt
dbt_models.txt
dbt_project_init.txt
dbt_tests.txt
deploy_airbyte.txt
project_setup.txt
sol_add_schedule.txt
sol_add_tests.txt
sol_freshness.txt
sources.txt
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