DEV Community

Cover image for 👋🏻Goodbye Power BI! 📊 In 2025 Build AI/ML Dashboards Entirely Within Python 🤖

👋🏻Goodbye Power BI! 📊 In 2025 Build AI/ML Dashboards Entirely Within Python 🤖

Rym on December 17, 2024

TL;DR December 2024 – The rise of data-driven decision-making has pushed businesses, analysts, and researchers to adopt tools that allow...
Collapse
 
guerbichaut profile image
Luvly

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

Collapse
 
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.

Collapse
 
stphane_m_91e8e0fc profile image
Stéphane M.

if Iron Man goes for it, then we should all do! 😂

Collapse
 
time121212 profile image
tim brandom

😂

Collapse
 
komsenapati profile image
K Om Senapati

Amazing, excited to see more use of taipy

Collapse
 
johnsmoth21 profile image
johnsmoth21

Is Taipy Designer suitable for machine learning workflows?

Collapse
 
rym_michaut profile image
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.

Collapse
 
hamzamir21 profile image
hamza

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

Collapse
 
johnywalker21 profile image
johny walker

Can Taipy Designer replace Power BI entirely, really?

Collapse
 
rym_michaut profile image
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. It’s a unified solution for both data visualization and AI/ML applications.

Collapse
 
william4411 profile image
william4411

Can Taipy Designer be used by non programmers like PBI?

Collapse
 
rym_michaut profile image
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 it’s flexible for both beginners and experts!

Collapse
 
arindam_1729 profile image
Arindam Majumder

Wow!
That's amazing!

Collapse
 
srbhr profile image
Saurabh Rai

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

Collapse
 
dawoodkarim profile image
dawoodkarim

What kind of support or community does Taipy have?

Collapse
 
joeroot21 profile image
joeroot21

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

Collapse
 
smithjohn21 profile image
smithjohn21

their Discord server: discord.gg/tQeWTW2QJM

Collapse
 
anudhyan profile image
Anudhyan

wow! we need youtube video tutorials for this