Mayank Kumar's Books

The Art of Moving On

By: Anupama Mukherjee,Annu Shree,Mayank Kumar,Anurag Mishra,Aditya Sah

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The Art of Moving On

By: Anupama Mukherjee,Annu Shree,Mayank Kumar,Anurag Mishra,Aditya Sah

A sequel to the book "The Moon is Beautiful, Isn't it?," here's yet another book "The Art of Moving On," an anthology of heart-wrenching poems, penned down by Xavierians, namely, Anupama, Annushree, Anurag, Mayank and Aditya. Holding onto past relationships can be emotionally challenging, and can prevent our growth. Being a teenager, you must learn the art of moving on, the art of letting go. This captivating book explores the transformative power of love, deepest fears and darkest secrets. These writers will surely take you up on a journey of self-discovering, healing, discovering new passions and forging new connections along the way. Whether you're struggling to let go of a toxic ex, grappling with unresolved feelings of anger and resentment, or simply seeking a fresh start, "The Art of Letting Go" offers the tools and wisdom you need to heal and move forward.

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Jollie Publication

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ISBN 10

8119262565

ISBN 13

9788119262564

Developing Applications with Azure Active Directory

Principles of Authentication and Authorization for Architects and Developers

By: Manas Mayank,Mohit Garg

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Developing Applications with Azure Active Directory

Principles of Authentication and Authorization for Architects and Developers

By: Manas Mayank,Mohit Garg

Explore tools for integrating resources and applications with Azure Active Directory for authentication and authorization. This book starts with an introduction to Azure Active Directory (AAD) where you will learn the core concepts necessary to understand AAD and authentication in general. You will then move on to learn OpenID Connect and OAuth along with its flows, followed by a deep dive into the integration of web applications for user-based authentication. Next, you go through user authentication and how to enable the integration of various native applications with AAD. This is followed by an overview of authenticating applications along with a detailed discussion on collaboration with external users and other AD tenants. Moving forward, Developing Applications with Azure Active Directory covers using schemas of AD objects, such as users, to add custom attributes on top of ADD’s predefined attributes. You will see how multi-tenancy can be supported in Azure AD as well as how to design authorization with Azure AD. After reading this book, you will be able to integrate, design, and develop authentication and authorization techniques in Azure Active Directory. What You Will LearnIntegrate applications with Azure AD for authenticationExplore various Azure AD authentication scenariosMaster core Azure AD conceptsIntegrate external users and tenants Who is this book for: The book will be useful for architects and developers, planning to use Azure AD for authentication.

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295

Publisher

Apress

Published Date

ISBN 10

1484250400

ISBN 13

9781484250402

Noninvasive Ventilation in Medicine

Recent Updates

By: Mayank Vats

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Noninvasive Ventilation in Medicine

Recent Updates

By: Mayank Vats

A vast amount has been written about NIV, including books and guidelines hence we thought to produce a book called ""Noninvasive Ventilation in Medicine - Recent Updates"" to cover the untouched components of such this machine. In this book, we tried to include advances in the NIV and the how NIV could be used in synchrony with the mechanical ventilator including a weaning stage. The clinical scope of NIV is changing day-to-day and its rapidly emerging and constantly changing field includes many more indications of utilization of NIV. The current book contains a rich extract from the masters in the NIV field who have vast experience of NIV in areas other than conventional indications and would like to share their experience with all of the readers. Various challenges in NIV patient care include noncompliance, confused, hypercapnic patient or small children coping with a mask, avoiding interface leaks, and balancing ventilatory needs with patient tolerance.

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108

Published Date

ISBN 10

1789852897

ISBN 13

9781789852899

Knowledge Graphs

Fundamentals, Techniques, and Applications

By: Mayank Kejriwal,Craig A. Knoblock,Pedro Szekely

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Knowledge Graphs

Fundamentals, Techniques, and Applications

By: Mayank Kejriwal,Craig A. Knoblock,Pedro Szekely

A rigorous and comprehensive textbook covering the major approaches to knowledge graphs, an active and interdisciplinary area within artificial intelligence. The field of knowledge graphs, which allows us to model, process, and derive insights from complex real-world data, has emerged as an active and interdisciplinary area of artificial intelligence over the last decade, drawing on such fields as natural language processing, data mining, and the semantic web. Current projects involve predicting cyberattacks, recommending products, and even gleaning insights from thousands of papers on COVID-19. This textbook offers rigorous and comprehensive coverage of the field. It focuses systematically on the major approaches, both those that have stood the test of time and the latest deep learning methods.

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559

Publisher

MIT Press

Published Date

ISBN 10

0262045095

ISBN 13

9780262045094

The Rise of the Devas

Bestseller Book by Alok Agrawal; Mayank Agrawal: The Rise of the Devas

By: Alok Agrawal,Mayank Agrawal

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The Rise of the Devas

Bestseller Book by Alok Agrawal; Mayank Agrawal: The Rise of the Devas

By: Alok Agrawal,Mayank Agrawal

Thousands of years ago, various streams of Suras travelled to the west from their land of origin in the foothills of the Himalayas, expanding their footprint from present day india to west Asia. New civilisations flourished, and new land routes were established. As rulers of the world, the Suras assumed the title of the Devas, or the gods. With time, the Suras broke up into two groups. Those not agreeing with the strict life principles of the Suras separated, and assumed the label, the Asuras. They were mostly at loggerheads with the Suras, but came together to discover the sea routes in an expedition known as Samudra-Manthan. The journey revealed an amazing world of mysteries. But quarrels broke out for the possession of a wonder plant called Soma. THE RISE OF THE DEVAS is a concept novel that treats ancient legends from a different perspective.

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229

Publisher

Prabhat Prakashan

Published Date

ISBN 10

9355212461

ISBN 13

9789355212467

AAP and Down

The Rise and Fall of the Aam Aadmi Party

By: Mayank Gandhi,Shrey Shah

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AAP and Down

The Rise and Fall of the Aam Aadmi Party

By: Mayank Gandhi,Shrey Shah

‘In the first NC meeting after AAP’s creation, Arvind had said: “This party is not the property of 300 founding members but of the lakhs and crores of people in this country.” This refreshing stance shifted over time, got corrupted by power . . . till, one day, Arvind told me: I do not want intellectuals in the party, just people who say “Bharat Mata ki Jai”.’ Authored by a former member of the Aam Aadmi Party’s (AAP) National Executive, AAP & Down is an in-depth account of the emergence and sudden unspooling of one of India’s most closely watched parties. The story of AAP is one of troughs and crests. After capturing the imagination of over a billion Indians, and winning a landslide victory in the 2015 Delhi elections, a seemingly indestructible party began to dangerously teeter. What just happened? How did a party—born of the idealistic India Against Corruption (IAC) movement—get ravaged by in-fighting and accusations of wrongdoing? What provoked the abrupt ouster of two party veterans, Yogendra Yadav and Prashant Bhushan? What accounted for the wave of ignoble defeats across not just Punjab and Goa but also AAP’s own home, Delhi? Here is a book that reveals all—from the clashes and intrigues that beset the IAC movement to the goings-on during the closed-door meetings of AAP. But beyond chronicling events, thus far undisclosed, AAP & Down analyzes the dispositions of the leaders who had once promised a better India—from a volatile Anna Hazare to an autocratic Arvind Kejriwal—to highlight how the party’s undoing was linked to the flaws of its leading men. Even while recounting the true story of a party, here is a book that presents the story of India—of how a country, plagued by scams and scandals, dared to unite under IAC and overthrow the corrupt. In this, there is a lesson for AAP—the book emphatically reminds the party that its best chance of revival lies in reinvesting faith in this nation’s citizens.

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270

Publisher

Simon and Schuster

Published Date

ISBN 10

9386797151

ISBN 13

9789386797155

FUNDAMENTAL OF CYBER SECURITY

Principles, Theory and Practices

By: Mayank Bhusan/Rajkumar Singh Rathore/Aatif Jamshed

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FUNDAMENTAL OF CYBER SECURITY

Principles, Theory and Practices

By: Mayank Bhusan/Rajkumar Singh Rathore/Aatif Jamshed

Description-The book has been written in such a way that the concepts are explained in detail, givingadequate emphasis on examples. To make clarity on the topic, diagrams are given extensively throughout the text. Various questions are included that vary widely in type and difficulty to understand the text. This text is user-focused and has been highly updated including topics, pictures and examples. The book features the most current research findings in all aspects of information Security. From successfully implementing technology change to understanding the human factors in IT utilization, these volumes address many of the core concepts and organizational applications, implications of information technology in organizations.Key FeaturesA* Comprehensive coverage of various aspects of cyber security concepts.A* Simple language, crystal clear approach, straight forward comprehensible presentation. A* Adopting user-friendly classroom lecture style. A* The concepts are duly supported by several examples. A* Previous years question papers are also included. A* The important set of questions comprising of more than 90 questions with short answers are also included. Table of Contents:Chapter-1 : Introduction to Information SystemsChapter-2 : Information SecurityChapter-3 : Application SecurityChapter-4 : Security ThreatsChapter-5 : Development of secure Information SystemChapter-6 : Security Issues In HardwareChapter-7 : Security PoliciesChapter-8 : Information Security Standards

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226

Publisher

BPB Publications

Published Date

ISBN 10

9386551551

ISBN 13

9789386551559

Big Data and Hadoop

Learn by example

By: Mayank Bhusan

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Big Data and Hadoop

Learn by example

By: Mayank Bhusan

The book contains the latest trend in IT industry 'BigData and Hadoop'. It explains how big is 'Big Data' and why everybody is trying to implement this into their IT project.It includes research work on various topics, theoretical and practical approach, each component of the architecture is described along with current industry trends.Big Data and Hadoop have taken together are a new skill as per the industry standards. Readers will get a compact book along with the industry experience and would be a reference to help readers.KEY FEATURES Overview Of Big Data, Basics of Hadoop, Hadoop Distributed File System, HBase, MapReduce, HIVE: The Dataware House Of Hadoop, PIG: The Higher Level Programming Environment, SQOOP: Importing Data From Heterogeneous Sources, Flume, Ozzie, Zookeeper & Big Data Stream Mining, Chapter-wise Questions & Previous Years Questions

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333

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BPB Publications

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ISBN 10

9386551993

ISBN 13

9789386551993

Rasayana: the Fountain of Life

By: Dr. Mayank S. Vora

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Rasayana: the Fountain of Life

By: Dr. Mayank S. Vora

It is evident that everybody wants to live long with sound health. Nobody wants to become old and die. There is an in built desire of every individual to live for 100 years and that too in healthy state of body, mind and all sense organs especially vision and hearing. In this stressful, over-busy and toxic world, our natural health, happiness and the inner sense of well-being are masked by the accumulation of impurities. These impurities or toxins causes deterioration of normal body functioning. A rejuvenation therapy can revitalize senses, detoxify the body, restore good health and young look and even increase resistance to diseases. The excellent and through book by Dr. Mayank Vora is a great read for any person and provide a very practical guide for rejuvenation and longevity with natural and time tested ancient remedies. Beautifully written giving information of important single and classical Rasayana herbs, antioxidants therapy, diet and lifestyle. All readers should aware of Rasayana therapy, if they want to bring back the youthfulness and increase the life span by many years.

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189

Publisher

Partridge Publishing

Published Date

ISBN 10

1482843153

ISBN 13

9781482843156

Taxmann's Faceless Assessment Appeals & Penalty Ready Reckoner – Threadbare Analysis with Practical Guides | Case Studies | Visual Tools—Updated with the Latest Changes

By: Mayank Mohanka

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Taxmann's Faceless Assessment Appeals & Penalty Ready Reckoner – Threadbare Analysis with Practical Guides | Case Studies | Visual Tools—Updated with the Latest Changes

By: Mayank Mohanka

This book analyses the faceless taxation regime under the Income-tax Act, 1961. The book combines legislative analysis with real-world applications, featuring step-by-step guides, real-time case studies, and illustrative tools like infographics and tables to simplify complex processes. It thoroughly addresses critical issues such as issuing and responding to notices, personal hearings via video conferencing, and overcoming technical challenges, making it helpful for understanding the intricacies of the faceless regime. It is designed to provide actionable strategies and enhance professional practice; this book helps understand the digital transformation in tax administration with confidence and efficiency. It is a detailed guide for tax professionals, accountants, legal practitioners, assessees, and tax administrations, providing practical insights into managing faceless assessments, appeals, and penalty proceedings. The Present Publication is the 7th Edition and has been amended by the Finance (No. 2) Act, 2024. This book is authored by Mayank Mohanka, with the following noteworthy features: • [Comprehensive Analysis of the Faceless Regime] This edition provides exhaustive coverage of every aspect of the faceless system, including: o Faceless Assessments under section 144B o Faceless Appeal Scheme, 2021 o Faceless Penalty Scheme, 2021 o It also incorporates detailed explanations of the latest legislative schemes, such as: § e-Assessment of Income Escaping Assessment Scheme, 2022 § Faceless Jurisdiction of Income-tax Authorities Scheme, 2022 § Other Developments in the Faceless Domain • [Practical Guidance and Real-Time Case Studies] The book moves beyond theoretical analysis by providing practical guides and step-by-step instructions for handling various facets of the faceless regime. It includes real-time case studies illustrating how to approach and resolve common issues. Readers will find valuable insights on managing notices, responding to faceless assessments, and presenting appeals with qualitative e-submissions • [In-Depth Guides on Specific Issues] This guide provides comprehensive step-by-step procedures for understanding the faceless regime: o Handling Notices and Orders – Detailed guidance on issuing, dispatching, and serving notices and orders under the faceless regime o Personal Hearing via Video Conferencing – Explains the procedures and rights associated with personal hearings through video conferencing, including how to request and conduct these hearings effectively o Overcoming Technical Constraints – Practical tips on addressing space limitations in uploading supporting documents and overcoming other technical challenges associated with e-proceedings o Critical Analysis of Litigation Issues – Analysis of recurring litigation issues such as disallowances, additions based on AIS information, and handling of complex assessments related to capital gains, foreign accounts, and unexplained income • [Illustrative Tools and Visual Aids] The book employs a variety of illustrative tools, including infographics, tables, and visuals, to simplify complex legislative provisions and procedural nuances • [Comparative Analysis of Traditional vs Faceless Regime] A dedicated section provides a comparative analysis of the traditional assessment and appeal processes versus the faceless regime, highlighting the significant procedural changes, practical differences, and the shift towards a fully digital interface • [Comprehensive Appendices and Additional Resources] To further support its readers, the book includes detailed appendices covering: o Relevant provisions of the Income-tax Act related to faceless assessments o Prescribed authorities and assessment centres involved in faceless assessments o Clarifications and guidance issued under various faceless schemes, ensuring that users are fully informed of the legal and procedural backdrop of their activities • [International Best Practices in Tax Administration] The book extends its coverage to discuss global trends and international best practices in digital tax administration, drawing parallels with the Indian context. This section provides readers with a broader perspective on the global shift towards faceless and digital tax systems • [Frequently Asked Questions (FAQs)] A comprehensive FAQ section addresses common concerns and procedural uncertainties that assessees and tax practitioners may encounter under the faceless regime. This includes FAQs on standard operating procedures (SOPs), handling of rectification applications, and responses to outstanding demands, offering practical solutions to frequently faced challenges The structure of the book is as follows: • Preface o Introduction to the revised seventh edition o The purpose and scope of the book focus on the comprehensive coverage of the faceless taxation regime • Section I – Overview of the Faceless Taxation Regime o Faceless Assessments —A New Era in Taxation § Introduction to the faceless assessment regime and its transformative impact § Key characteristics and benefits of faceless assessments § Comparison between traditional and faceless assessment processes o Legislative Changes and Amendments § In-depth analysis of the amendments brought by the Finance (No. 2) Act, 2024 § Explanation of new schemes: Faceless Assessment, Faceless Appeal, and Faceless Penalty o Standard Operating Procedures (SOPs) § Frequently Asked Questions (FAQs) on SOPs for faceless assessments § Practical insights into the roles and functions of Assessment Units • Section II – Practical Guides to Faceless Procedures o Navigating e-Proceedings § Step-by-step guidance on using the new e-Filing portal and e-Proceedings utility § Real-time screenshots and practical examples o Principle of Natural Justice in Faceless Assessments § Importance of adhering to natural justice in the faceless regime § Legislative safeguards and implications for tax practitioners o Personal Hearings via Video Conferencing § Procedures for requesting and conducting personal hearings § Legal jurisprudence and practical tips for effective video conferencing o Issuance and Service of Notices and Orders § Detailed guidance on the valid issuance, dispatch, and service of notices and orders § Case studies on handling notices under the faceless regime • Section III – Handling Common Issues and Challenges o Overcoming Technical Constraints in Faceless Assessments § Strategies to manage space limitations and technical issues when uploading documents § Solutions and best practices to enhance compliance o Addressing Litigation Issues in Faceless Regime § Real-time case studies on common litigation issues such as disallowances, additions, and reassessments § Practical solutions for assessees and practitioners o Managing Reassessments and Appeals § Guide to faceless reassessments and appeals § Comparison between conventional and faceless appeal processes § Step-by-step instructions for filing and managing appeals online • Section IV – Practical Case Studies and Real-World Applications o Case Studies on Specific Assessment Issues § Addition based on AIS information § Disallowance of deductions and claims, including capital gains and foreign income § Handling complex assessment cases through practical examples o Penalty Proceedings Under the Faceless Regime § Overview of the Faceless Penalty Scheme and its practical implications § Case studies on penalty for under-reporting and misreporting of income • Section V – Appendices and Additional Resources o Appendices § Relevant provisions of the Income-tax Act for faceless proceedings § Prescribed authorities and assessment centres § Clarifications and guidelines from the CBDT o FAQs and Best Practices § Comprehensive FAQs on the faceless regime § International best practices in digital tax administration § Summary of key tips for successful navigation of faceless assessments and appeals

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Taxmann Publications Private Limited

Published Date

ISBN 10

9357786422

ISBN 13

9789357786423

Nobody Can Love You More

Life in Delhi's Red Light District

By: Mayank Austen Soofi

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Nobody Can Love You More

Life in Delhi's Red Light District

By: Mayank Austen Soofi

The sex workers of Kotha no. 300 raise their children, cook for their lovers, visti temples, shrines and mosques, complain about pimps and kotha owners, listen to film songs, and solicit and entertain customers. By following the daily lives of the denizens of one kotha, Mayank Austen Soofi paints an intimate portrait of women for whom sex is work - a way to make a living. With precise details and haunting photographs, Soofi delicately and carefully etches the everyday world of those who inhabit the peripheries of society.

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258

Publisher

Penguin UK

Published Date

ISBN 10

8184758596

ISBN 13

9788184758597

Artificial Intelligence for Industries of the Future

Beyond Facebook, Amazon, Microsoft and Google

By: Mayank Kejriwal

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Artificial Intelligence for Industries of the Future

Beyond Facebook, Amazon, Microsoft and Google

By: Mayank Kejriwal

This book provides a brief synthesis of the known implementations, opportunities and challenges at the intersection of artificial intelligence (AI) and modern industry beyond the big-four companies that traditionally consume and produce such advanced technology: Facebook, Amazon, Microsoft and Google. With this information, the author also makes some reasonable claims about the role of AI in future industries. The book draws on a broad range of material, including reports from consulting firms, published surveys, academic papers and books, and expert knowledge available to the author due to numerous collaborations in academia and industry on AI. It is rigorous rather than speculative, drawing on known findings and expert summaries, where available. This provides industry leaders and other interested stakeholders with an accessible review of contemporary perspectives on AI’s forward-looking role in industry as well as a clarifying guide on the major issues that companies are likely to face as they commence on this exciting path. Examines the likely role of AI in industries of the future, both known and unknown Presents use-cases of AI currently being explored across Big Tech, multi-national corporations and start-ups Explores the regulation of AI and its potential impacts on the workforce

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165

Publisher

Springer Nature

Published Date

ISBN 10

3031190394

ISBN 13

9783031190391

Big Data and Hadoop

Fundamentals, tools, and techniques for data-driven success - 2nd Edition

By: Mayank Bhushan

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Big Data and Hadoop

Fundamentals, tools, and techniques for data-driven success - 2nd Edition

By: Mayank Bhushan

KEY FEATURES ● Learn Apache Hadoop ecosystem and its core components. ● Discover advanced tools like Spark for real-time data processing. ● Master the fundamentals of Big Data and its applications. DESCRIPTION In today's data-driven world, harnessing the power of big data is no longer a luxury, but a necessity. This comprehensive guide, "Big Data and Hadoop," dives deep into the world of big data and equips you with the knowledge and skills you need to conquer even the most complex data landscapes. Start with the fundamentals of big data, exploring its growing significance and diverse applications. You'll look into the heart of the Apache Hadoop ecosystem, mastering its core components like HDFS and MapReduce. We'll demystify NoSQL databases, introducing you to HBase and Cassandra as powerful alternatives to traditional databases. Clarify the details of MapReduce programming with practical examples, and discover the power of PigLatin and HiveQL for efficient data analysis. Explore advanced tools like Spark, unlocking its potential for real-time data processing and analytics. Rounding out your knowledge, the book delves into practical applications, exploring real-world scenarios and research-based insights. By the end of this book, you'll emerge as a confident big data explorer, equipped to tackle any data challenge with expertise and precision. WHAT YOU WILL LEARN ● Gain a solid grasp of the fundamental concepts of big data. ● Acquire a comprehensive understanding of HDFS, MapReduce, YARN, Spark, and related components. ● Learn how to set up and configure Hadoop clusters to create scalable and reliable data processing environments. ● Develop the expertise to design, code, and execute MapReduce jobs to process and analyze vast datasets efficiently. ● Learn how to use Hadoop and related tools to perform advanced data analytics. WHO THIS BOOK IS FOR Whether you are a beginner or have some experience with big data. This book is for aspiring big data professionals, including data analysts, software developers, IT professionals, and students in computer science and related fields. TABLE OF CONTENTS 1. Big Data Introduction and Demand 2. NoSQL Data Management 3. MapReduce Technique 4. Basics of Hadoop 5. Hadoop Installation 6. MapReduce Applications 7. Hadoop Related Tools-I: HBase and Cassandra 8. Hadoop Related Tools-II: PigLatin and HiveQL 9. Practical and Research-based Topics 10. Spark

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618

Publisher

BPB Publications

Published Date

ISBN 10

9355516665

ISBN 13

9789355516664

Processability of Polymeric Composites

By: Anup K. Ghosh,Mayank Dwivedi

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Processability of Polymeric Composites

By: Anup K. Ghosh,Mayank Dwivedi

This textbook covers the processing of advanced composites and their various technologies, with special emphasis on the distinct characteristics of processability. The book covers the impact of different processing techniques on the performance and characteristics of the final product. Written with a didactic approach, the volume contains extensive illustrations and pedagogic features (including examples and exercises) to help the reader assess and correlate existing technologies. The book will be useful as a text in graduate courses in processing of polymers and composites and can additionally be used as a professional reference.

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275

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Springer Nature

Published Date

ISBN 10

8132239334

ISBN 13

9788132239338

Nanoscience And Nanotechnology In Engineering

By: Vijay K Varadan,A Sivathanu Pillai,Debashish Mukherji,Mayank Dwivedi,Linfeng Chen

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Nanoscience And Nanotechnology In Engineering

By: Vijay K Varadan,A Sivathanu Pillai,Debashish Mukherji,Mayank Dwivedi,Linfeng Chen

The usage of nanoscience and nanotechnology in engineering directly links academic research in nanoscience and nanotechnology to industries and daily life. As a result, numerous nanomaterials, nanodevices and nanosystems for various engineering purposes have been developed and used for human betterment. This book, which consists of eight self-contained chapters, provides the essential theoretical knowledge and important experimental techniques required for the research and development on nanoscience and nanotechnology in engineering, and deals with the five key topics in this area — Nanoscience and Nanotechnology in Engineering is based on the many lectures and courses presented around the world by its authors.

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322

Publisher

World Scientific Publishing Company

Published Date

ISBN 10

981310757X

ISBN 13

9789813107571

Crop Production Technology-II (Rabi Crops)

By: DR. Sanjay Kumar Sharma, Santosh Kumar Singh, Mayank Kumar Singh

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Crop Production Technology-II (Rabi Crops)

By: DR. Sanjay Kumar Sharma, Santosh Kumar Singh, Mayank Kumar Singh

Agriculture is the main enterprises of more than 70% of Indian population. despite of diverse climatic conditions. Almost all crops are growing extensively throughout India. Growth in agriculture in terms of increased sustainable productivity has come from a lot of research work carried out in different projects in different parts of country but there is a lack of updated and compiled information to facilitate Under-Graduate, Post-Graduate students, researchers and Progressive Farmers. This book is an artistic output of efforts of the author and has been in a simple and easy way to understand. It covers exhaustive information about RABI CROPS, Agronomy and also providing practical knowledge for B. Sc. (Hons.) Agriculture students. The book is written in a simple language and with informative, relevant information return and is supported by tables and sketches for easy understanding of the subject.

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BFC Publications

Published Date

ISBN 10

9356326258

ISBN 13

9789356326255

Ensemble Learning for AI Developers

Learn Bagging, Stacking, and Boosting Methods with Use Cases

By: Alok Kumar,Mayank Jain

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Ensemble Learning for AI Developers

Learn Bagging, Stacking, and Boosting Methods with Use Cases

By: Alok Kumar,Mayank Jain

Use ensemble learning techniques and models to improve your machine learning results. Ensemble Learning for AI Developers starts you at the beginning with an historical overview and explains key ensemble techniques and why they are needed. You then will learn how to change training data using bagging, bootstrap aggregating, random forest models, and cross-validation methods. Authors Kumar and Jain provide best practices to guide you in combining models and using tools to boost performance of your machine learning projects. They teach you how to effectively implement ensemble concepts such as stacking and boosting and to utilize popular libraries such as Keras, Scikit Learn, TensorFlow, PyTorch, and Microsoft LightGBM. Tips are presented to apply ensemble learning in different data science problems, including time series data, imaging data, and NLP. Recent advances in ensemble learning are discussed. Sample code is provided in the form of scripts and the IPython notebook. What You Will Learn Understand the techniques and methods utilized in ensemble learningUse bagging, stacking, and boosting to improve performance of your machine learning projects by combining models to decrease variance, improve predictions, and reduce biasEnhance your machine learning architecture with ensemble learning Who This Book Is For Data scientists and machine learning engineers keen on exploring ensemble learning

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146

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Apress

Published Date

ISBN 10

1484259408

ISBN 13

9781484259405

Global Call Center Employees in India

Work and Life between Globalization and Tradition

By: Mayank Kumar Golpelwar

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Global Call Center Employees in India

Work and Life between Globalization and Tradition

By: Mayank Kumar Golpelwar

Mayank Kumar Golpelwar analyses why Business Process Outsourcing (BPO) units and their young employees found themselves to be the target of severe criticism from India’s middle classes. Using social and organizational psychological frameworks as well as ethnographic and variance analytic research, the author takes a look at the validity of the criticism against the BPO industry. He uses the framework of cultural theories to analyze and present the gap between the mainstream Indian culture and its rapidly emerging and globalized BPO sub-culture.

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224

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Springer

Published Date

ISBN 10

3658118679

ISBN 13

9783658118679

Last Drop of Blood

By: Mayank Kumar

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Last Drop of Blood

By: Mayank Kumar

Life is not as long as we think it is. We have only some time to live with our family, make friends and explore the world, but what will you do when someone tries to take this life from you? Can humankind deal with those people who are destroying the world? Last Drop of Blood will show you what drastic changes a nation can do when united, in the world.

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