DEV Community

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...
Collapse
ย 
arindam_1729 profile image
Arindam Majumder โ€ข

Wow!
That's amazing!

Collapse
ย 
srbhr profile image
๐š‚๐šŠ๐šž๐š›๐šŠ๐š‹๐š‘ ๐š๐šŠ๐š’ โ€ข

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

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

Thank you for being our ambassador ๐Ÿค—

Collapse
ย 
guerbichaut profile image
Luvly โ€ข

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

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

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

Collapse
ย 
dawoodkarim profile image
dawoodkarim โ€ข

What kind of support or community does Taipy have?

Collapse
ย 
shashra_o_8673 profile image
Shashra Okeim โ€ข

Discord channel, Linkedin page, YouTube channel and Github repo:
Image description

Collapse
ย 
smithjohn21 profile image
smithjohn21 โ€ข

their Discord server: discord.gg/tQeWTW2QJM

Collapse
ย 
johnsmoth21 profile image
johnsmoth21 โ€ข

Is Taipy Designer suitable for machine learning workflows?

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

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.

Collapse
ย 
danny_9746 profile image
Danny T โ€ข

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

Collapse
ย 
anudhyan profile image
Anudhyan โ€ข

wow! we need youtube video tutorials for this

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

ow, that's a good idea.

Collapse
ย 
alecio_lyra profile image
Alecio Lyra โ€ข โ€ข Edited

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

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

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

Collapse
ย 
alecio_lyra profile image
Alecio Lyra โ€ข

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.

Thread Thread
ย 
rym_michaut profile image
Rym Taipy โ€ข

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

Collapse
ย 
johny0012 profile image
Johny โ€ข

nice article, good to know

Collapse
ย 
stphane_m_91e8e0fc profile image
Stรฉphane M. โ€ข

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

Collapse
ย 
hajusef_908 profile image
Hajeem Usef โ€ข

๐Ÿ˜‚

Collapse
ย 
k0msenapati profile image
K Om Senapati โ€ข

Amazing, excited to see more use of taipy

Collapse
ย 
dr_aseemkhan_93737864db profile image
Dr. Aseem Khan โ€ข

Very good and informative blog.

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

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

Collapse
ย 
johnywalker21 profile image
johny walker โ€ข

Can Taipy Designer replace Power BI entirely, really?

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

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.

Collapse
ย 
john_emeka_cef7081e780b3c profile image
john emeka โ€ข

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

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

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

Collapse
ย 
zender_h_97834 profile image
Zender โ€ข

I love your cover picture! ๐Ÿ˜

Collapse
ย 
william4411 profile image
william4411 โ€ข

Can Taipy Designer be used by non programmers like PBI?

Collapse
ย 
rym_michaut profile image
Rym Taipy โ€ข

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!

Collapse
ย 
tumaini_kilimba profile image
Tumaini Kilimba โ€ข

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

Collapse
ย 
lurodriguez profile image
L Rodrรญguez โ€ข

Excellent article