Mastering Neural Networks from Basics to Advanced Deep Learning

Madhuri Amit Sahu

/ ISBN 13: 9798894464473

Published by Notion Press, 2024

In. Seller Inventory # ria9798894464473_new

Synopsis:

Begin a fascinating trip through the depths of neural networks with "Mastering Neural Networks: From Basics to Advanced Deep Learning." This book, written by, Yugant Gotmare, Shreya Manapure, and Madhuri Sahu, is an essential resource for both beginners and seasoned experts who want to understand the complexities of AI. They follow the evolutionary path of machine intelligence, decoding the human brain model and studying the architecture of neural networks. Dive into supervised and unsupervised learning methods, including Hebbian theory and backpropagation. Learn more about advanced neural networks, including Kohonen Self-Organizing Feature Maps and the breakthrough uses of Optical Neural Networks. Face issues such as underfitting and overfitting in deep learning while learning about Convolutional Networks and their applications in cutting-edge industries such as Speech Recognition and Natural Language Processing. "Mastering Neural Networks: From Basics to Advanced Deep Learning" equips readers with the tools and confidence to navigate the ever-evolving landscape of artificial intelligence, fostering meaningful contributions to the field.

Bibliographic Details

Title: Mastering Neural Networks from Basics to ...
Publisher: Notion Press
Publication Date: 2024
Binding: Hardcover
Condition: New