Python Daily
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Daily Python News
Question, Tips and Tricks, Best Practices on Python Programming Language
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Design vs Data Sceince

How much do you know about #DataScience risks and ways to mitigate them?

Check it out through this survey of the University of Pisa: 🧐

https://forms.gle/ZKMeGBZXA3hFZyf88

With 5 minutes of your time, you will be rewarded 🎁 with a selection of 10 scientific articles from our database, based on your answers. Have fun!

\#rstats #rstat #Python #PythonProgramming #dataviz #data #DataScientists #DataAnalytics

/r/pystats
https://redd.it/ee9ey2
What is your docker base image for your #Python/#DataScience projects?

Could some one recommend a good article about selecting the best docker base image for your project?

Alpine seemed to be the de-facto choice. However, I have checked some benchmarks showing that u[sing Alpine can make Python Docker builds 50× slower](https://pythonspeed.com/articles/alpine-docker-python/). The benchmark was [criticized](https://news.ycombinator.com/item?id=22182226https://news.ycombinator.com/item?id=22182226), but I didn't see good alternative. Another [benchmark](https://nickjanetakis.com/blog/benchmarking-debian-vs-alpine-as-a-base-docker-image) on debian-vs-alpine shows the flaws.

I have seen also some discussions [\[1\]](https://mail.python.org/archives/list/distutils-sig@python.org/thread/H3323AXRRLJAYOY2XZKS74IOUQMJUOYD/) on the problem.

1/ Do you have any good images with best practices. I will mainly use it for data science projects

2/ Do you recommend using [ubuntu images](https://ubuntu.com/blog/minimal-ubuntu-released). I don't want to use mini-conda

/r/Python
https://redd.it/i6qhjd
Jupyter Notebook competition - 2 weeks left to enter!



Are you passionate about \#coding, \#DataScience or \#EarthObservation? 📷

Don't miss out on the chance to showcase your skills and develop new Jupyter Notebooks using \#Copernicus data, whilst also being in with a chance of winning cash 📷 prizes!

Sign up before 31 July at: https://notebook.wekeo.eu/

https://preview.redd.it/ddy750xg4bb91.png?width=1920&format=png&auto=webp&s=ac315546d7fa35fd8a99e1c834ef0d3aea3c877f

/r/JupyterNotebooks
https://redd.it/vxzbw3
I recorded a Python Data Analysis project (pandas - numpy - matplotlib - seaborn) video in tutorial type and uploaded it on Youtube

Hello, I made a data analysis project from scratch using Python and uploaded it to youtube with the explanations of outputs and codes. Also I provided the Data Set so everyone can run the codes for exercising. I am leaving the link, have a nice day

https://www.youtube.com/watch?v=Za8dnxN3Vc8

/r/Python
https://redd.it/12kg5mm
I uploaded a Python Machine Learning Project video on Youtube - Predicting Incomes using Sci-kit Learn

Hey everyone, I uploaded a new video on my YouTube channel where I walk through a Python Machine Learning project using sci-kit learn to predict incomes based on individual data. In the video, I provide the data set and walk through each step of the project. Thanks, have a great day!

https://www.youtube.com/watch?v=47EzTeIuHYo

/r/Python
https://redd.it/12yo1kr