Designing AI - Driven Systems to Optimize Automated Data Science
Kishor R. Pathak, Ritesh Kumar, Syed Haroon, Mansingh Meena, Sourav Rampal, M Jeyalaxmi · 2023
This technical abstract seeks to speak about the implementation of an AI-pushed system for automatic statistics science optimization. This system will employ synthetic Neural Networks (ANNs) to examine a database of information technology techniques and algorithms. The ANNs might be skilled to identify suitable strategies and algorithms for a given trouble, as well as to self-optimize in the direction of an ultimate answer. The device will be designed to reduce the time taken by way of manual procedures while choosing and making use of facts technological know-how methods and algorithms, whilst also taking into consideration automatic optimization. This can supply a greater green statistics technological know-how system with better outcomes in shorter timeframes. The device is anticipated to be the basis of new records science improvement and helps greater accurate decision making for information technology initiatives.