data-engineering-zoomcamp
Free Data Engineering course! (by DataTalksClub)
mlbookcamp-code
The code from the Machine Learning Bookcamp book (by alexeygrigorev)
| data-engineering-zoomcamp | mlbookcamp-code | |
|---|---|---|
| 119 | 184 | |
| 22,562 | 202 | |
| 2.4% | - | |
| 9.4 | 3.6 | |
| 11 days ago | 3 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
data-engineering-zoomcamp
Posts with mentions or reviews of data-engineering-zoomcamp.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-28.
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Data Engineering Zoomcamp Week 6 - using redpanda 1
References: Data engineering zoomcamp week 6 course and homework notes: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/cohorts/2024/06-streaming
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Final project part 5
dbt is the main part of my data engineering project for Data Talks Club's data engineering zoomcamp. After a few frustrating errors on my part, I finally figured out how to make models, where to put the staging models and where to put the core models, how to compile a seed file, and how to join it to the main file in order to produce data for visualization. I also used the git interface to continually upgrade my repository. This was extremely convenient and helpful.
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Building a project in DBT
For Week 4 of DataTalksClub's data engineering zoomcamp, we had to install dbt and create a project. This was a formidable task. dbt is a data transformation tool that enables data analysts and engineers to transform data in a cloud analytics warehouse, BigQuery in our case. It took me a very long time to do this, and in this case I needed the homework extension.
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Testing and documenting DBT models
In this video we learned how to test and document dbt models. We also learned about the codegen library. This is part of Week 4 of the data engineering zoomcamp by DataTalksClub.
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Extracting data with dlt
If you want to run these commands yourself, either in a Jupyter notebook or in Google Colab, you can get the file from HERE. You can get an overview of the workshop HERE. When I ran in a Jupyter notebook, I had to delete the first line (%%capture) and put quotes around dlt[duckdb] in the second line.
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Data engineering at home?
Take a look.DE zoomcamp
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Rockstar Data Engineers making big bucks: what are you doing exactly?
If you need guidance you can attend the data engineering zoomcamp, it's free and quite solid.
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Self study material
Welcome. Start with Data Engineering Zoomcamp, try and build a project, see if you like it, then continue to get into deeper resources.
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What is the best way to learn Python if I want to become a data engineer
Can take a look at this - https://github.com/DataTalksClub/data-engineering-zoomcamp
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Course Recommendations for a New Grad
I think you can start with something free with this pretty practical course on Data Engineering from DataTalksClub - https://github.com/DataTalksClub/data-engineering-zoomcamp
mlbookcamp-code
Posts with mentions or reviews of mlbookcamp-code.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-05.
What are some alternatives?
When comparing data-engineering-zoomcamp and mlbookcamp-code you can also consider the following projects:
mlops-zoomcamp - Free MLOps course from DataTalks.Club
mglearn - mglearn helper package for "Introduction to Machine Learning with Python"
Cookbook - The Data Engineering Cookbook
MLZoomCamp_MidTermProject
AdventureWorks - Projects using the AdventureWorks database
ml-zoomcamp
versatile-data-kit - One framework to develop, deploy and operate data workflows with Python and SQL.
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
Reddit-API-Pipeline
udacity-capstone
PythonDataScienceHandbook - Python Data Science Handbook: full text in Jupyter Notebooks
data-engineering-zoomcamp vs mlops-zoomcamp
mlbookcamp-code vs mglearn
data-engineering-zoomcamp vs Cookbook
mlbookcamp-code vs MLZoomCamp_MidTermProject
data-engineering-zoomcamp vs AdventureWorks
mlbookcamp-code vs ml-zoomcamp
data-engineering-zoomcamp vs versatile-data-kit
mlbookcamp-code vs Made-With-ML
data-engineering-zoomcamp vs Reddit-API-Pipeline
mlbookcamp-code vs mlops-zoomcamp
data-engineering-zoomcamp vs udacity-capstone
mlbookcamp-code vs PythonDataScienceHandbook