This book aims to provide a broad DATA SCIENCE for the importance of DATA SCIENCE is well known in various engineering fields.
It provides a logical method of explaining various complicated concepts and stepwise methods to explain important topics. Each chapter is well supported with the necessary illustrations. All the chapters in the book are arranged in a proper sequence that permits each topic to build upon earlier studies.
DATA SCIENCE an important research area. The techniques developed in this area so far require to be summarized appropriately. In this book, the fundamental theories of these techniques are introduced.
The brief content of this book is as follows-
CHAPTER 1 INTRODUCTION
CHAPTER 2 PYTHON
CHAPTER 3 INTRODUCTION TO R
CHAPTER 4 REGRESSION
CHAPTER 5 DATA ANALYSIS
CHAPTER 6 FEATURES EXTRACTION TECHNIQUES
CHAPTER 7 RECOMMENDER SYSTEMS
CHAPTER 8 VISUALIZATION
CHAPTER 9 DATA SCIENCE APPLICATIONS AND CASE STUDIES
This book is original in style and method and no pains have been spared to make it as compact, perfect, and reliable as possible. Every attempt has been made to make the book a unique one.
In particular, this book can be found very useful for practitioners and engineers who are interested in this area. Hopefully, the chapters presented in this book have just done that.