Please wait...
Toll Free: 1800-1234-070, Ph. No.: +91-9711224068
AkiNik Publications
  1. Home
  2. chevron_right
  3. Book

Fundamentals of AI and ML

Fundamentals of AI and ML


₹ 515


Author(s):Dr. K. Venkata Nagendra
Paperback ISBN:978-93-91538-84-2
Publisher:AkiNik Publications
Language:English
Pages:87
Publication Year:2021
Binding:Paperback
DOI:https://doi.org/10.22271/ed.book.1334

Price Details
Amount₹ 515

Availabilityin stock
Payable Amount₹ 515

This Book is Indexed in:

Indexed in Crossref Indexed in Dimensions Indexed in Research Access

Description

"Fundamentals of AI & ML" is a comprehensive and accessible introduction to the core concepts of Artificial Intelligence (AI) and Machine Learning (ML). Written in a simple and elegant style, this book covers key topics that form the foundation of AI and ML studies. Divided into five chapters, it explores AI fundamentals, machine learning techniques, supervised and unsupervised learning, as well as neural networks. With a focus on practical applications and real-world examples, this book is ideal for students and professionals seeking to understand and apply AI and ML concepts effectively.

Abstract

"Fundamentals of AI & ML" offers a clear and concise overview of Artificial Intelligence and Machine Learning, structured around five key chapters. The book introduces AI concepts, including history, agents, and knowledge-based systems, before diving into machine learning techniques such as classification, regression, and cross-validation. It also explores supervised learning methods like KNN and decision trees, unsupervised learning, clustering, and the differences between supervised and unsupervised approaches. The final chapter focuses on neural networks, covering both single-layer and multi-layer feed-forward networks. Designed for students and enthusiasts, this book provides a solid foundation for further exploration into AI and ML.

Reviews

5.0

1 reviews





Prof. Jack Taylor
  November 12, 2024

Clear, accessible, and thought-provoking. I've recommended this book to my colleagues.

AkiNik Publications
AkiNik Publications Phone: +91-9911215212