Core Technologies
Atharva Haresh Saraf, Susanta Das · Advances in computational intelligence and robotics book series · 2024
The purpose of the chapter is to provide an overview of artificial intelligence (AI) to the knowledge seekers. This chapter aims to provide the historical development of AI over the years. It provides an overview of machine learning. It talks about supervised, semi-supervised, and unsupervised, reinforcement learning, and transfer learning. It delves into the generative adversarial networks (GAN). It further provides an overview of various components of neural network (NN) such as input layers, hidden layers, output layers, forward propagation, backward propagation, training, optimization, inference, fine tuning, transfer learning, etc. The chapter will leverage academic journals, conferences, and online repositories to shed light on the dynamic landscape of AI technology.