I was last week in the data career podcast from Avery Smith. He's a really nice guy. We had a great time talking about data engineering: https://youtu.be/OedkkAQ1elE
YouTube
What is Data Engineering with Andreas Kretz
Come listen to "The Plumber of Data Science" talk about his data journey. Andreas will talk about what data engineering is, and why (in his opinion), it's be...
Share with your friends : The data engineering channel with Andrea Kretz
https://t.me/learndataengineering
https://t.me/learndataengineering
Telegram
Andreas Kretz - Learn Data Engineering
Learn Data Engineering with Andreas Kretz
By the way, here's today's YouTube video. Also need to get better sharing content that we create
I've been looking into MLOps and how to manage your models in production. I think one of the best ideas is to actually use a document store to manage the models. There's a way with Keras to ex and import your model to JSON: https://keras.io/api/models/model_saving_apis/?utm_source=pocket_mylist#tojson-method
keras.io
Keras documentation: Saving & serialization
For just saving the weights you would still need to use h5 files though https://stackoverflow.com/questions/42621864/difference-between-keras-model-save-and-model-save-weights
Stack Overflow
Difference between Keras model.save() and model.save_weights()?
To save a model in Keras, what are the differences between the output files of:
model.save()
model.save_weights()
ModelCheckpoint() in the callback
The saved file from model.save() is larger than ...
model.save()
model.save_weights()
ModelCheckpoint() in the callback
The saved file from model.save() is larger than ...
Been looking into creating APIs with Python. Really like the FastAPI library. Super easy and you dont have to learn new langauges. I even did a course about it in the academy.
https://youtu.be/xU_F-KqzrV4
https://youtu.be/xU_F-KqzrV4
Guys worked hard all day to publish my new MongoDB course:
🤩
https://learndataengineering.com/p/mongodb-fundamentals-course
🤩
https://learndataengineering.com/p/mongodb-fundamentals-course
Learndataengineering
MongoDB Fundamentals
Interesting answers about NoSQL databases
https://www.linkedin.com/posts/andreas-kretz_datascience-datascientist-dataengineer-activity-6825409358491344896-qLrt
https://www.linkedin.com/posts/andreas-kretz_datascience-datascientist-dataengineer-activity-6825409358491344896-qLrt
Linkedin
Schema less databases are awesome! | Andreas Kretz
Schema less databases are awesome! So much flexibility!
Although, you need to be careful that your MongoDB document store doesn't turn into a dump. I recently created a MongoDB course for beginners. ;)
#datascience #datascientist #dataengineer #learndataengineering
Although, you need to be careful that your MongoDB document store doesn't turn into a dump. I recently created a MongoDB course for beginners. ;)
#datascience #datascientist #dataengineer #learndataengineering
Having 6 rounds of job interviews is dumb! Check out the 66 comments here what other people think about it:
https://www.linkedin.com/posts/andreas-kretz_dataengineer-dataengineering-datascientist-activity-6823220184526938112-SRYo
https://www.linkedin.com/posts/andreas-kretz_dataengineer-dataengineering-datascientist-activity-6823220184526938112-SRYo
Linkedin
This literally happened to a student of mine. | Andreas Kretz
This literally happened to a student of mine. Makes me furious.
If you need six rounds to find out if someone fits you should not be in charge of the process! You can 100% tell if someone is good within two meetings!
And stop it with the live coding. We Google…
If you need six rounds to find out if someone fits you should not be in charge of the process! You can 100% tell if someone is good within two meetings!
And stop it with the live coding. We Google…
Join the Data Engineering Chat: https://t.me/teamdatascience
Andreas Kretz - Learn Data Engineering pinned «Join the Data Engineering Chat: https://t.me/teamdatascience»
Just did a live stream on YouTube about my next Data Engineering project for the academy:
https://youtu.be/R5vrqbKJGdM
https://youtu.be/R5vrqbKJGdM
YouTube
New Data Engineering project progress
Nr.8 of the top 21 Influencers. Yeah Baby!!!
The most inspiring list, with our Top 21 Influencers in Data for 2021:
https://rivery.io/blog/big-data-science-analytics-influencers-list-2021/
The most inspiring list, with our Top 21 Influencers in Data for 2021:
https://rivery.io/blog/big-data-science-analytics-influencers-list-2021/
Rivery
22 Data Influencers to Follow in 2025
From data scientists, pioneers, entrepreneurs and CEOs, discover 22 of the top data influencers of 2025. Read more and start following them.
Everyone, the chat group is getting bombarded with spam. I'm wondering how I can do it that it's closed, but people can still comment on the posts here. Anybody knows?
Very interesting and true. Haven't read through it fully, but what I have seen is enough to know it's very accurate
https://markewbie.weebly.com/too-many-managers.html
https://markewbie.weebly.com/too-many-managers.html
The Stick Guy
Overmanaged and Underworked: The Bureaucracy of Too Many Managers
An amusing critique of modern workplaces bogged down by too many managers and not enough workers. Explore the inefficiency and frustration caused by layers of bureaucracy and endless meetings, all while fewer people do the actual work.