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: Martin has over 30 years of experience in Data Science, AI, Decision Optimization. He worked as Consulting Project Manager, Technical Sales, Data Scientist with organizations including ILOG, IBM, Manhattan Associates, Emptoris. He has strong modeling skills in constraint programming, mathematical programming, machine learning. He is skilled in C++, Java, Python. Martin's main objective is to help organizations identify and deploy analytics that maximize ROI. He was selected as INFORMS Franz Edelman Award finalist. He has studied M.S. in Operations Research from Massachusetts Institute of Technology.