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Cover image for ๐Ÿ‘‹๐ŸปGoodbye Power BI! ๐Ÿ“Š In 2025 Build AI/ML Dashboards Entirely Within Python ๐Ÿค–

๐Ÿ‘‹๐ŸปGoodbye Power BI! ๐Ÿ“Š In 2025 Build AI/ML Dashboards Entirely Within Python ๐Ÿค–

Rym on December 17, 2024

TL;DR The rise of data-driven decision-making has pushed businesses to adopt tools to create dynamic dashboards and applications. ย  Man...
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Arindam Majumder

Wow!
That's amazing!

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Saurabh Rai

Taipy is truly amazing! I've shared the tool with some dev teams at large orgs. : )

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rym_michaut profile image
Rym

Thank you for being our ambassador ๐Ÿค—

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Luvly

Can Taipy Designer handle large datasets or real-time data?

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rym_michaut profile image
Rym

Yes, Taipy Designer is designed for scalability. Combined with existing Python libraries, Taipy Designer ensures smooth performance even with large datasets.

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dawoodkarim

What kind of support or community does Taipy have?

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joeroot21

Discord channel, Linkedin page, YouTube channel and Github repo:
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smithjohn21

their Discord server: discord.gg/tQeWTW2QJM

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johnsmoth21

Is Taipy Designer suitable for machine learning workflows?

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Rym

Definitely! Taipy Designer is Python-native, making it perfect for machine-learning workflows. You can visualize machine learning models, integrate libraries like TensorFlow, PyTorch, or Scikit-learn, and create interactive applications to showcase your AI results seamlessly.

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hamza

that's good to know! I'll give it a try

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Alecio Lyra • Edited

What can we do with the free version and what do we have to pay to use?

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Rym

Taipy as a framework is totally free (open source)
Taipy Designer is part of the Enterprise version

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Alecio Lyra

Thanks for the quick reply...
Please correct me if I'm wrong, but from what I understood, with Taipy (the framework) we can prepare the data but the nice charts can be presented to the public only if I have Taipy Designer.

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Rym

With Taipy OS, you can do everything, you just need to program it in Python.
With Taipy Designer, you already have widgets and buttons to connect to your data (eventually prepared with Taipy)
Check this video that may help: youtube.com/watch?v=y3VPT6IPvC4

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Johny

nice article, good to know

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Anudhyan

wow! we need youtube video tutorials for this

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Rym

ow, that's a good idea.

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Stรฉphane M.

if Iron Man goes for it, then we should all do! ๐Ÿ˜‚

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tim brandom

๐Ÿ˜‚

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K Om Senapati

Amazing, excited to see more use of taipy

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john emeka

Is my data safe or trusted as many companies are yet to use it

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Rym

Hey @john_emeka_cef7081e780b3c Taipy is cloud agnostic, you can choose your hosting platform accordingly. :)

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Dr. Aseem Khan

Very good and informative blog.

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Rym

glad you liked it. Feel free to check my other blogs : dev.to/rym_michaut

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Zender

I love your cover picture! ๐Ÿ˜

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william4411

Can Taipy Designer be used by non programmers like PBI?

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Rym

Taipy Designer has been built with simplicity in mind. It offers a no-code, drag-and-drop interface, allowing non-programmers to create dashboards and applications without writing a single line of code. For those who want more advanced features, Python developers can easily add custom logic. Its strength is that itโ€™s flexible for both beginners and experts!

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johny walker

Can Taipy Designer replace Power BI entirely, really?

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Rym

For many Python users, yes! Taipy Designer, built on top of Taipy which is a Python framework, eliminates the need for proprietary tools by offering a Python-first alternative for dashboard creation, machine learning workflows, and real-time analytics. Itโ€™s a unified solution for both data visualization and AI/ML applications.

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L Rodrรญguez

Excellent article

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Tumaini Kilimba

How are dashboards hosted and accessed by a geographically dispersed team?