Data Science with Artificial Intelligence, Machine Learning and Deep Learning

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by: Rajiv Chopra

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Published:

May 29, 2026

Edition:

First

Type of book:

physical

No. of Pages:

956

Year:

2023

Language:

English

Publisher:

Khanna Publishing House

Categories:

Computer Science Engineering, Book Store, Objective Type Books

Condition Type:

New

Country Origin:

India

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Quantity :

$750.00

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ISBN 13 : 978-93-55380-82-1

ISBN-10: 9355380828

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The Present book takes a student from "unknown to known" and " simple to complex" principles of Data Science. This book is user-friendly, thought provoking and stimulating. It helps in clearing the cobwebs of the mind and the subject. The style used is lucid and un-adulterated. What stands out is the stark simplicity with which the ideas have been portrayed.

A good book should teach the customary and effective ways to structure your code in such a way that data engineering is not havoc. Python is an object-oriented programming language that is used in this book .

The book is divided in to 4 Units:-

Unit-1 has 15 chapters on Artificial Intelligence.

Unit-2 has 7 chapters that explain Machine Learning and IOT.

Unit-3 has 10 chapters each focusing on DEEP Learning.

Unit-4 has 1 chapter that explain Data Sciences.

Unit-I : Artificial Intelligence
Introduction to AI
Intelligent Agents
AI Approaches
Uninformed Search Strategies
Informed Search
Games Solving
Constraint Satisfaction Problems
Knowledge Representation
AI Retrospectives
Representation Knowledge
Planning & Learning
Uncertain Knowledge & Reasoning
NLP
Expert Systems
ANNS
Unit-II:- Machine Learning
Introduction to ML
Types of Learning
Classification Families
Learning Algorithms
Unsupervised Learning and their Algorithms
Reinforcement Learning and Control
loT and ML
UNIT-lll :- Deep Learning
The Neural Network (DL)
Machine Learning Retrospective
Deep feed forward Networks
Deep Learning Optimization
CNNs
Sequence Analysis
Practical Deep Learning
Applications of Deep Learning
Deep Learning Survey
Roses are Red, Violets are Blue, Deep Learning Can Recognize Objects for you.
UIT lV: Data Science
Data Science
Glossary
Model Question Papers
References

Rajiv Chopra

Dr. Rajiv Chopra has a Doctorate in Computer Science from Banasthali VidyaPith University. The author is M. Tech. in Information Technology from GGSIPU, Delhi. He did BE (CSE) from SDM College of Engg. and Technology, Dharwad and MIT from MAHE. He is working as an Associate Professor in CSE Department at Guru Tegh Bahadur Institute of Information Technology, GGSIPU Delhi. As an educator he has contributed to 21 research publications in Refereed, cited International Conferences and International Journals and attended 21 conferences, workshops, FDPs and seminars. He is a prolific author with 26 Text and Reference books to his credit,for B. Tech. (CSE/IT), M. Tech. (CSE/IT), BCA, MCA and other courses of different Universities of India.

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