You can build a full-stack application using Python alone. You don't need JavaScript, CSS, or HTML. If you are a data scientist or someone dealing with data, here is an open-source Python library that will let you build end-to-end production applications without worrying about learning web development: github.com/Avaiga/taipy Star the repo! Taipy works with Python. It has a library of pre-built components to interact with data pipelines, including visualization and management tools. It supports tools for versioning and pipeline orchestration. It's open-source and comes with a Visual Studio Code extension that will get you started without writing any code. Thanks to the team behind Taipy for collaborating with me on this post. Adding this to your tool belt is one of the easiest ways to improve your Data Science career in 2024.

Jan 20, 2024 路 1:30 PM UTC

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Replying to @svpino
Don't say that you don't need JS, HTML and CSS out loud...they're gonna hear you and come after you 馃ぃ
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That's okay. People think there's only ONE way and ONE web. I've seen published reports that are auto-generated from a Word document. Thinking you need a web developer for that is nuts.
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Replying to @svpino
pip install taipy 馃槈
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Replying to @svpino
So far I have found streamlit easier to deal with than taipy. Even though taipy has greater backend capabilities.
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Replying to @svpino
Some developers say that you can鈥檛 implement production-ready web apps only with Python. Often also experienced developers (.Net, Angular, vue.js ...) We always say it is possible! So many great Python frameworks out there!
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Replying to @svpino
So I assume that somewhere in this project there is HTML, Javascript and CSS, but it is buried and gets generated automatically. Is that correct?
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Replying to @svpino
You still need to learn Typescript or Javascript when your application becomes complex. Taipy module itself shows 18% typescript 馃槄. Without JS, CSS, HTML you can鈥檛 run web application
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Replying to @svpino
How鈥檚 it different than Streamlit? Better/worse?
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Replying to @svpino
Wasn't streamlit already doing it ?
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Replying to @svpino
The markdown it uses does not seem easier to read than an xml or json.
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Replying to @svpino
Thank you for sharing, @svpino!
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Replying to @svpino
Yeah. We only need 1% of this crap! 馃ぃ
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Replying to @svpino
I hate to be the guy but ...
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Replying to @svpino
if the web app is coupled and we are not using rest api, we can get along just fine without javascript.
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Replying to @svpino
I guess every Data Scientist who tried to scrape some websites for its data will have enough knowledge of Html and Javascript to build a functioning product anyway, for the rest you can always ask a llm.
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Replying to @svpino
Is there something like this for R?
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Replying to @svpino
Let me fix some sentence: It allows them to create full stack applications without needing to learn additional skills like HTML, CSS, or JavaScript.
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Replying to @svpino
will try this for sure. What do you say about streamlit? This one is better than streamlit?
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Replying to @svpino
At first glance doesn't seem too much useful, practiced streamlit for couple of days, there's no way one can develop a good product UI without javascript. These type of frameworks are good for prototypes orprojects with minimal features.
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Replying to @svpino
Great tip! Thanks.
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Replying to @svpino
Go n build then
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Replying to @svpino
easier than streamlit? a comparison thread might be useful...
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Replying to @svpino
of course, there's always this: motherfuckingwebsite.com/
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Replying to @svpino
Streamlit literally exists but i'll give it a go
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Replying to @svpino
@threadreaderapp unroll. Full stack web application.
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Replying to @svpino
@memdotai mem it
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Replying to @svpino
Taipy or Streamlit?
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Replying to @svpino
@pikaso_me screenshot this
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Replying to @svpino
Data scientists, this is our moment! Taipy is here to unleash our full potential with full-stack apps in pure Python. Let's build the future.
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