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Data wrangling : concepts, applications and tools / edited by M. Niranjanamurthy, Kavita Sheoran, Geetika Dhand, and Prabhjot Kaur.

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Written and edited by some of the world's top experts in the field, this exciting new volume provides state-of-the-art research and latest technological breakthroughs in data wrangling, its theoretical concepts, practical applications, and tools for solving everyday problems. Data wrangling is...

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Bibliographic Details
Online Access: Full Text (via O'Reilly/Safari)
Other Authors: Niranjanamurthy, M. (Editor), Sheoran, Kavita (Editor), Dhand, Geetika (Editor), Kaur, Prabhjot (Editor)
Format: eBook
Language:English
Published: Hoboken, NJ : Beverly, MA : John Wiley & Sons, Inc. ; Scrivener Publishing LLC, 2023.
Subjects:
Data mining.
Data editing.
Data sets.
Data mining
Table of Contents:
  • Basic Principles of Data Wrangling / Akshay Singh, Surender Singh, Jyotsna Rathee
  • Skills and Responsibilities of Data Wrangler / Prabhjot Kaur, Anupama Kaushik, Aditya Kapoor
  • Data Wrangling Dynamics / Simarjit Kaur, Anju Bala, Anupam Garg
  • Essentials of Data Wrangling / Menal Dahiya, Nikita Malik, Sakshi Rana
  • Data Leakage and Data Wrangling in Machine Learning for Medical Treatment / P.T. Jamuna Devi, B.R. Kavitha
  • Importance of Data Wrangling in Industry 4.0 / Rachna Jain, Geetika Dhand, Kavita Sheoran, Nisha Aggarwal
  • Managing Data Structure in R / Mittal Desai, Chetan Dudhagara
  • Dimension Reduction Techniques in Distributional Semantics: An Application Specific Review / Pooja Kherwa, Jyoti Khurana, Rahul Budhraj, Sakshi Gill, Shreyansh Sharma, Sonia Rathee
  • Big Data Analytics in Real Time for Enterprise Applications to Produce Useful Intelligence / Prashant Vats, Siddhartha Sankar Biswas
  • Generative Adversarial Networks: A Comprehensive Review / Jyoti Arora, Meena Tushir, Pooja Kherwa, Sonia Rathee
  • Analysis of Machine Learning Frameworks Used in Image Processing: A Review / Gurpreet Kaur, Kamaljit Singh Saini
  • Use and Application of Artificial Intelligence in Accounting and Finance: Benefits and Challenges / Ram Singh, Rohit Bansal, M. Niranjanamurthy
  • Obstacle Avoidance Simulation and Real-Time Lane Detection for AI-Based Self-Driving Car / B. Eshwar, Harshaditya Sheoran, Shivansh Pathak, Meena Rao
  • Impact of Suppliers Network on SCM of Indian Auto Industry: A Case of Maruti Suzuki India Limited / Ruchika Pharswan, Ashish Negi, Tridib Basak.

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