An Open-Source Machine Learning Platform

What is it about?

Data analytics has emerged as a critical capability for businesses and organizations in the modern era. The abundance of data necessitates a deep understanding and the exploitation of its potential to gain insights into current and future scenarios.This paper introduces an integrated platform designed to streamline data acquisition, storage, management, processing and visualization. The primary objective is to facilitate data analysis by offering a machine learning studio equipped with prebuilt algorithms. Remarkably, this platform eliminates the need for coding, allowing users to effortlessly generate AI models.Furthermore [19], it provides a secure environment for sharing these models without compromising data privacy a note worthy contribution in the realm of federated learning (FL).The platform’s significance lies in its ability to empower non-technical users to perform advanced tasks without requiring specialized expertise.

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Why is it important?

Our platform facilitates data analysis by offering a machine learning studio equipped with prebuilt algorithms, almost all the ones present in sklearn and others. Platform provides a secure environment for sharing data and models without compromising data privacy. Also the platform allows you to cooperatively generate models, making it a worthy contribution to the realm of federated learning (FL).