Description:

Today, technologies are driven by data, and data analytics has become a common routine task in any organization. The book focuses on two aspects of handling the data, first the data analytics, and second the data visualization. Data visualization is an important tool to bridge the gap between data and analysis of data. It helps in understanding and exploring data and aligning it to the data analysis tasks. The book contains the entire range of important and trending topics of Data Analytics and Visualization.

KEY FEATURES

• Numerical examples of key concepts are provided along with MCQs and exercise questions for each chapter.

• Application–oriented case studies are covered for the important topics.

• Advanced topics such as stream data, NLP and text data, graph data, time series analysis are covered to provide research insights on data analytics.

• Graphs, plots, and other advanced visual objects are presented for demonstration of data visualization and for providing better understanding of data.

TARGET AUDIENCE

• B.E./B.Tech. Students of Computer Science and Engineering.

• Practicing professionals working/learning and dealing with data analysis.

• BCA/MCA/BBA/MBA with Data Analytics and Visualization Specialization.

Praise for the book

"I found this book to be very interesting and comprehensive. It covers both practical and theoretical aspects very well. It has several topics that one would not find in standard ML books, for example, data visualization and data streaming. Book also provides real life case studies which students will find quite useful." – Dr. Ashutosh Modi, Associate Professor, Dept. of Computer Science & Engineering, IIT Kanpur

"Gagan is that rare teacher who understands what to teach and how to teach it. The book reflects his approach to knowledge, strong theoretical grounding but lucid commentary on how to put it to practice. This book is a must have for students looking to build a comprehensive understanding of Data Analytics and Visualization." – Prof. Brejesh Lall, Former Head, Bharti School of Telecommunication Technology and Management, Dept. of Electrical Engineering, IIT Delhi