Abstract: In the Python open-source eco-system, many packages are available that cater to:
- the building of great algorithms
- the visualization of data
- back-end functions
Despite this, over 85% of Data Science Pilots remain pilots and do not make it to the production stage.
With Taipy, Data Scientists/Python Developers will be able to build great pilots as well as stunning production-ready applications for end-users.
Taipy provides two independent modules: Taipy GUI and Taipy Core.
In this talk, we will demonstrate how:
Taipy-GUI goes way beyond the capabilities of the standard graphical stack: Gradio, Streamlit, Dash, etc.
Taipy Core is simpler yet more powerful than the standard Python back-end stack: Airflow, MLFlow, Luigi, etc.
Bio: Vincent has 30+ years as AI specialist with ILOG and IBM. He has mentored several Data Science teams. Vincent has designed/modeled several major AI projects for customers such as Samsung. Electronics, McDonald’s, Dassault Aviation, Carhartt, Toyota, TSMC, Disney, etc. He is skilled in Mathematical Modeling, Machine Learning, Time Series prediction. He has strong experience in Manufacturing, Retail & Logistics industries. His main objective is to “Help companies go beyond AI pilots and be successful in bringing AI to their end-users”. He received his Msc in Comp. Science & AI from Paris-Saclay University.