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[ CourseWikia.com ] End-to-End Data Engineering Project
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The world of data engineering is ever-changing, with new tools and technologies emerging on a regular basis. Building an effective analytics platform can be a daunting task, especially if you’re not familiar with all the tools available. How do you turn scattered, complex data into a model that drives insights and decision-making? In this course, Thalia Barrera teaches data professionals how to implement an end-to-end data engineering project using open tools from the modern data stack. She touches on best practices such as data modeling, testing, documentation and version control and shows you how to efficiently extract, load, and transform data into a unified, analytics-ready format. Thalia shows you how to confidently select and use tools through practical examples—taking you through the construction of a robust data pipeline for a fictional ecommerce company—and how to implement best practices in data engineering.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Transform complex data into insights.mp4
3.2 MB
~Get Your Files Here !/01 - Introduction/01 - Transform complex data into insights.srt
1.2 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
6.4 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
3.8 KB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/01 - Project architecture overview.mp4
4.8 MB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/01 - Project architecture overview.srt
3.2 KB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/02 - Project setup.mp4
5.5 MB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/02 - Project setup.srt
2.9 KB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/03 - Understanding the Big Star Collectibles database.mp4
7.1 MB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/03 - Understanding the Big Star Collectibles database.srt
6.5 KB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/04 - Setting up your data warehouse.mp4
9.2 MB
~Get Your Files Here !/02 - 1. Project Overview and Preparation/04 - Setting up your data warehouse.srt
6.3 KB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/01 - Getting started with ELT tools An introduction to Airbyte.mp4
6.5 MB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/01 - Getting started with ELT tools An introduction to Airbyte.srt
4.6 KB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/02 - Deploying Airbyte for data synchronization.mp4
4 MB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/02 - Deploying Airbyte for data synchronization.srt
2.8 KB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/03 - Setting up sources and destinations in Airbyte.mp4
8.3 MB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/03 - Setting up sources and destinations in Airbyte.srt
5 KB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/04 - Establishing connections in Airbyte.mp4
5.6 MB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/04 - Establishing connections in Airbyte.srt
5.1 KB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/05 - Synchronizing and navigating through data.mp4
6.9 MB
~Get Your Files Here !/03 - 2. Data Extraction and Loading/05 - Synchronizing and navigating through data.srt
4.8 KB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/01 - Introduction to data modeling with dbt.mp4
7.4 MB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/01 - Introduction to data modeling with dbt.srt
6.4 KB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/02 - Understanding the structure of a dbt project.mp4
3.4 MB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/02 - Understanding the structure of a dbt project.srt
3.9 KB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/03 - Initiating your dbt project.mp4
6 MB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/03 - Initiating your dbt project.srt
4.3 KB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/04 - Configuring data sources in dbt.mp4
4.5 MB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/04 - Configuring data sources in dbt.srt
3.7 KB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/05 - Challenge Add a freshness check.mp4
1.6 MB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/05 - Challenge Add a freshness check.srt
1.6 KB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/06 - Solution Add a freshness check.mp4
2.4 MB
~Get Your Files Here !/04 - 3. Starting Data Transformation and Modeling/06 - Solution Add a freshness check.srt
1.8 KB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/01 - Creating and customizing your dbt models.mp4
3.4 MB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/01 - Creating and customizing your dbt models.srt
2.4 KB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/02 - Reviewing and executing dbt.mp4
7.2 MB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/02 - Reviewing and executing dbt.srt
4.9 KB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/03 - Securing your data with dbt tests.mp4
11.7 MB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/03 - Securing your data with dbt tests.srt
5.8 KB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/04 - Challenge Add tests to the Marts model.mp4
1.2 MB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/04 - Challenge Add tests to the Marts model.srt
1.2 KB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/05 - Solution Add tests to the Marts model.mp4
2.4 MB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/05 - Solution Add tests to the Marts model.srt
1.5 KB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/06 - Automating documentation in dbt.mp4
9.3 MB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/06 - Automating documentation in dbt.srt
4.8 KB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/07 - Completing your dbt project A full development cycle.mp4
3.2 MB
~Get Your Files Here !/05 - 4. Data Transformation and Modeling/07 - Completing your dbt project A full development cycle.srt
2.5 KB
~Get Your Files Here !/06 - 5. Data Orchestration/01 - Introduction to data orchestration with Dagster.mp4
3.8 MB
~Get Your Files Here !/06 - 5. Data Orchestration/01 - Introduction to data orchestration with Dagster.srt
3.8 KB
~Get Your Files Here !/06 - 5. Data Orchestration/02 - Integrating dbt models with Dagster assets.mp4
5.8 MB
~Get Your Files Here !/06 - 5. Data Orchestration/02 - Integrating dbt models with Dagster assets.srt
4.8 KB
~Get Your Files Here !/06 - 5. Data Orchestration/03 - Integrating Airbyte connections with Dagster assets.mp4
6 MB
~Get Your Files Here !/06 - 5. Data Orchestration/03 - Integrating Airbyte connections with Dagster assets.srt
4.8 KB
~Get Your Files Here !/06 - 5. Data Orchestration/04 - Materializing assets using Dagit.mp4
3.5 MB
~Get Your Files Here !/06 - 5. Data Orchestration/04 - Materializing assets using Dagit.srt
3 KB
~Get Your Files Here !/06 - 5. Data Orchestration/05 - Challenge Add a schedule to your data pipeline.mp4
817.4 KB
~Get Your Files Here !/06 - 5. Data Orchestration/05 - Challenge Add a schedule to your data pipeline.srt
664 B
~Get Your Files Here !/06 - 5. Data Orchestration/06 - Solution Add a schedule to your data pipeline.mp4
2 MB
~Get Your Files Here !/06 - 5. Data Orchestration/06 - Solution Add a schedule to your data pipeline.srt
1.5 KB
~Get Your Files Here !/07 - Conclusion/01 - An evolving field.mp4
5.8 MB
~Get Your Files Here !/07 - Conclusion/01 - An evolving field.srt
2.6 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/00_02 Tech Setup.pdf
27.8 KB
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/dagster_airbyte_assets.txt
954 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/dagster_assets.txt
738 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/database_config.txt
753 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/dbt_models.txt
1.2 KB
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/dbt_project_init.txt
389 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/dbt_tests.txt
619 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/deploy_airbyte.txt
263 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/project_setup.txt
639 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/sol_add_schedule.txt
535 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/sol_add_tests.txt
1.1 KB
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/sol_freshness.txt
374 B
~Get Your Files Here !/Ex_Files_End_to_End_Data_Engineering_Project/Exercise Files/sources.txt
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