e-ISBN : 978-93-6252-479-9Publisher : Iterative International Publishers (IIP), Selfypage Developers Pvt Ltd.Volume : 3-2024
AIM & SCOPE
Welcome to "Data Science: A Practical Approach with Python and R"! In today's digital age, data has become the lifeblood of modern decision-making. Whether you're in business, academia, or simply curious about the world around you, the ability to extract insights from data is an invaluable skill. This book serves as your guide to mastering the art and science of data analysis and interpretation using two powerful programming languages: Python and R.Data science is a dynamic and rapidly evolving field that encompasses a wide range of techniques and methodologies. From cleaning and pre-processing raw data to building predictive models and visualizing complex patterns, the journey through data science can be both exciting and challenging. With this book, our aim is to provide you with a comprehensive yet accessible resource that equips you with the practical skills needed to thrive in the realm of data science.Whether you're a novice eager to embark on your data science journey or a seasoned professional looking to expand your toolkit, this book is designed to meet you where you are. Each chapter is crafted to blend theoretical concepts with hands-on exercises, ensuring that you not only understand the underlying principles but also gain the confidence to apply them to real-world problems.Throughout the book, we'll cover a wide array of topics, including data manipulation, exploratory data analysis, machine learning, and more. By leveraging the strengths of both Python and R, you'll learn how to tackle data science tasks efficiently and effectively, harnessing the diverse ecosystems of libraries and tools available in each language.Whether you're analyzing financial data to uncover hidden trends, predicting customer behaviour to drive business decisions, or exploring the mysteries of the natural world through scientific inquiry, the principles of data science are universal. As you embark on this journey, remember that data science is not just about crunching numbers; it's about telling stories, making discoveries, and ultimately, empowering better decision-making.We hope that this book inspires you to delve deeper into the fascinating world of data science and equips you with the skills to turn data into insights. So, without further ado, let's embark on this adventure together and unlock the limitless possibilities that data science has to offer.
Chapter 1STUDY OF VARIOUS DATA SCIENCE AND DATA ANALYTICS APPROACHEShttps://www.doi.org/10.58532/nbennurch288
Chapter 2STUDY OF DIFFERENT DATA SCIENCE APPROACHEShttps://www.doi.org/10.58532/nbennurch289
Chapter 3SOME TECHNOLOGIES USED IN DATA SCIENCEhttps://www.doi.org/10.58532/nbennurch290
Chapter 4CAREER PATH FOR DATA SCIENCE PROFESSIONAL AND DATA SCIENTISThttps://www.doi.org/10.58532/nbennurch291
Chapter 5KNOWLEDGE AND SKILLS FOR DATA SCIENCE PROFESSIONALShttps://www.doi.org/10.58532/nbennurch292
Chapter 6INVESTIGATING THE ETHICS OF BIG DATA AND DATA MINING https://www.doi.org/10.58532/nbennurch293
Chapter 7STUDY OF CLIMATE CHANGE IMPACT ON THE GLOBAL FOOD SUPPLYhttps://www.doi.org/10.58532/nbennurch294
Chapter 8EXPLORING THE ETHICAL IMPLICATIONS OF BIG DATA AND DATA MINING https://www.doi.org/10.58532/nbennurch295
Chapter 9ANALYSIS ON SOCIAL MEDIA-A CASE STUDYhttps://www.doi.org/10.58532/nbennurch296
Chapter 10USING NATURAL LANGUAGE PROCESSING TO ANALYZE SOCIAL MEDIA DATAhttps://www.doi.org/10.58532/nbennurch297
Chapter 11DATA SCIENCE TOOLS AND TECHNIQUEShttps://www.doi.org/10.58532/nbennurch298
Chapter 12A REVIEW: MACHINE LEARNING ALGORITHMShttps://www.doi.org/10.58532/nbennurch299
Chapter 13AN IMAGE-BASED E-TOURISM WEB APPLICATIONhttps://www.doi.org/10.58532/nbennurch300
EDITORIAL BOARD MEMBERS
Dr. Ajay Kumar Lala, Principal Gyan Ganga College of Technology, Jabalpur, Madhya Pradesh India.
Prof. Pinkal Jain, Assistant Professor Department of Computer Science and Engineering Gyan Ganga College of Technology, Jabalpur, Madhya Pradesh India.
Prof. Shiv Kumar Tiwari,Assistant ProfessorDepartment of Computer Science and Engineering Gyan Ganga College of Technology,Jabalpur, Madhya Pradesh India