Call for Chapters: Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science

Editors

Soly Biju, University of Wollongong, United Arab Emirates
Ashutosh Mishra, Yonsei University, India
Manoj Kumar, University of Wollongong, United Arab Emirates

Call for Chapters

Proposals Submission Deadline: January 16, 2023
Full Chapters Due: March 31, 2023
Submission Date: March 31, 2023

Introduction

The world is moving towards reaping the benefits of big data. Analysing data for new insights has become a common norm today. This has increased the need for data analysts to use efficient and appropriate tools to provide a quick and valuable results to their clients. This book will help emerging data scientist to gain hands on skills needed through real world data and completely up to date python code. This book covers all the technical details right from installing the needed software to importing libraries and using latest data sets, deciding on the right model, training and testing ,evaluation of the model. It will also cover NumPy, Pandas and matplotlib. It covers various machine learning like Regression, linear and logical Regression, Classification, SVM (support Vector Machine), clustering, K-Nearest Neighbor, Market basket analysis, Apriori, K Means clustering, Visualization using Seaborne. None of the existing books in the field covers all the essential algorithms with practical implementation and code in python with all needed libraries and provides links to datasets used. It is a one stop book for anyone starting their career in data science.

Objective

: It is a book that integrates all techniques, tools and libraries, python code that will help a person with hands on experience to achieve his goal towards becoming a data scientist.

Target Audience

Academic Researcher □ Undergraduate Student □ Postgraduate Student □ MBA/Executive Education □ Practitioner

Recommended Topics

Machine learning Model building Model evaluation visualization python code for data science Datasets Machine Learning Applications Market basket analysis K Means clustering Classification

Submission Procedure

Researchers and practitioners are invited to submit on or before January 16, 2023, a chapter proposal of 1,000 to 2,000 words clearly explaining the mission and concerns of his or her proposed chapter. Authors will be notified by January 30, 2023 about the status of their proposals and sent chapter guidelines.Full chapters are expected to be submitted by March 31, 2023, and all interested authors must consult the guidelines for manuscript submissions at https://www.igi-global.com/publish/contributor-resources/before-you-write/ prior to submission. All submitted chapters will be reviewed on a double-blind review basis. Contributors may also be requested to serve as reviewers for this project.

Note: There are no submission or acceptance fees for manuscripts submitted to this book publication, Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science. All manuscripts are accepted based on a double-blind peer review editorial process.

All proposals should be submitted through the eEditorial Discovery® online submission manager.



Publisher

This book is scheduled to be published by IGI Global (formerly Idea Group Inc.), an international academic publisher of the "Information Science Reference" (formerly Idea Group Reference), "Medical Information Science Reference," "Business Science Reference," and "Engineering Science Reference" imprints. IGI Global specializes in publishing reference books, scholarly journals, and electronic databases featuring academic research on a variety of innovative topic areas including, but not limited to, education, social science, medicine and healthcare, business and management, information science and technology, engineering, public administration, library and information science, media and communication studies, and environmental science. For additional information regarding the publisher, please visit https://www.igi-global.com. This publication is anticipated to be released in 2023.



Important Dates

January 16, 2023: Proposal Submission Deadline
January 30, 2023: Notification of Acceptance
March 31, 2023: Full Chapter Submission
May 14, 2023: Review Results Returned
June 25, 2023: Final Acceptance Notification
July 9, 2023: Final Chapter Submission



Inquiries

Soly Biju University of Wollongong solymathewbiju@uowdubai.ac.ae Ashutosh Mishra Yonsei University ashutoshmishra@yonsei.ac.kr Manoj Kumar University of Wollongong manojkumar@uowdubai.ac.ae

Classifications


Computer Science and Information Technology; Education; Medical, Healthcare, and Life Sciences; Security and Forensics; Science and Engineering
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