Ultimate neural network programming with python : create powerful modern AI systems by harnessing neural networks with python, keras, and tensorflow / Vishal Rajput.

Format:

Book

Author/Creator:

Rajput, Vishal, author.

Language:

English

Subjects (All):

Computer programming.

Information technology.

Python (Computer program language).

Physical Description:

1 online resource (398 pages)

Edition:

First edition.

Place of Publication:

Delhi, India : Orange Education Pvt Ltd, [2023]

Summary:

This book is a practical guide to the world of Artificial Intelligence (AI), unraveling the math and principles behind applications like Google Maps and Amazon. The book starts with an introduction to Python and AI, demystifies complex AI math, teaches you to implement AI concepts, and explores high-level AI libraries.Throughout the chapters, readers are engaged with the book through practice exercises, and supplementary learnings. The book then gradually moves to Neural Networks with Python before diving into constructing ANN models and real-world AI applications. It accommodates various learning styles, letting readers focus on hands-on implementation or mathematical understanding.This book isn't just about using AI tools; it's a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems. It ensures a journey of exploration, experimentation, and proficiency in AI, equipping readers with the skills needed to excel in the AI industry.

Contents:

Cover Page

Title Page

Copyright Page

Dedication Page

About the Author

About the Technical Reviewers

Welcome note

Acknowledgements

Preface

Errata

Table of Contents

1. Understanding AI History

Structure

Evolution of AI

The early history of AI

The most crucial development in the History of AI

AI started evolving into new fields

AI starts taking its modern form

Understanding Intelligent Behavior

AI beats humans at chess

AI learning reasoning and language

AI starts playing poker

Conquering GO and Dota 2

An experience with ChatGPT

Difference between Artificial Intelligence, Machine Learning, and Deep Learning

Formally defining AI terms

Learning representations from data

Sub-Fields of AI

Artificial Intelligence (AI)

Machine Learning (ML) Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Description based on print version record.

Part of the metadata in this record was created by AI, based on the text of the resource.

Other Format:

Print version: Rajput, Vishal Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python, Keras, and TensorFlow

ISBN:

9789391246549

9391246540