Amita Chatterjee's Books

Platform and Model Design for Responsible AI

Design and build resilient, private, fair, and transparent machine learning models

By: Amita Kapoor,Sharmistha Chatterjee

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Platform and Model Design for Responsible AI

Design and build resilient, private, fair, and transparent machine learning models

By: Amita Kapoor,Sharmistha Chatterjee

Craft ethical AI projects with privacy, fairness, and risk assessment features for scalable and distributed systems while maintaining explainability and sustainability Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn risk assessment for machine learning frameworks in a global landscape Discover patterns for next-generation AI ecosystems for successful product design Make explainable predictions for privacy and fairness-enabled ML training Book Description AI algorithms are ubiquitous and used for tasks, from recruiting to deciding who will get a loan. With such widespread use of AI in the decision-making process, it's necessary to build an explainable, responsible, transparent, and trustworthy AI-enabled system. With Platform and Model Design for Responsible AI, you'll be able to make existing black box models transparent. You'll be able to identify and eliminate bias in your models, deal with uncertainty arising from both data and model limitations, and provide a responsible AI solution. You'll start by designing ethical models for traditional and deep learning ML models, as well as deploying them in a sustainable production setup. After that, you'll learn how to set up data pipelines, validate datasets, and set up component microservices in a secure and private way in any cloud-agnostic framework. You'll then build a fair and private ML model with proper constraints, tune the hyperparameters, and evaluate the model metrics. By the end of this book, you'll know the best practices to comply with data privacy and ethics laws, in addition to the techniques needed for data anonymization. You'll be able to develop models with explainability, store them in feature stores, and handle uncertainty in model predictions. What you will learn Understand the threats and risks involved in ML models Discover varying levels of risk mitigation strategies and risk tiering tools Apply traditional and deep learning optimization techniques efficiently Build auditable and interpretable ML models and feature stores Understand the concept of uncertainty and explore model explainability tools Develop models for different clouds including AWS, Azure, and GCP Explore ML orchestration tools such as Kubeflow and Vertex AI Incorporate privacy and fairness in ML models from design to deployment Who this book is for This book is for experienced machine learning professionals looking to understand the risks and leakages of ML models and frameworks, and learn to develop and use reusable components to reduce effort and cost in setting up and maintaining the AI ecosystem.

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516

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1803249773

ISBN 13

9781803249773

Of Silk Saris & Mini-Skirts

South Asian Girls Walk the Tightrope of Culture

By: Amita Handa

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Of Silk Saris & Mini-Skirts

South Asian Girls Walk the Tightrope of Culture

By: Amita Handa

Dr. Handa explores issues surrounding the way identity is imagined and constructed by South Asian girls, women and South Asian community workers in Toronto. The author also examines ways in which young South Asian women are constructed and represented through discourses of race, nation, culture and community. Using feedback from her interviews, the author discusses South Asian women's struggle with the threat of the erosion of their authentic cultural practices. Handa's critical theoretical perspective illuminates how South Asian women struggle to live within the boundaries of cultural preservation at the same time that they embrace aspects of the communities in which they live. She explores whether they both desire and are excluded from Canadian cultural hegemony. She also examines the theoretical implications of exclusion and conversely, the problematic of cultural preservation.

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Page Count

222

Publisher

Canadian Scholars’ Press

Published Date

ISBN 10

0889614067

ISBN 13

9780889614062

Marxism

With and Beyond Marx

By: Amiya Bagchi,Amita Chatterjee

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Marxism

With and Beyond Marx

By: Amiya Bagchi,Amita Chatterjee

This book offers a unique re-conceptualization of Marxism in bringing together leading scholars across disciplines — history, philosophy, economics, politics, sociology, and literary and culture studies — into one comprehensive corpus. It demonstrates the engaging relevance of the perspectives and techniques of the analyses adopted by Karl Marx, Frederich Engels and contemporary Marxists, and will be immensely useful to scholars and researchers across social sciences as well as general readers interested in Marxism.

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Page Count

238

Publisher

Routledge

Published Date

ISBN 10

1317561767

ISBN 13

9781317561767

Investment in Early Childhood Education in a Globalized World

Policies, Practices, and Parental Philosophies in China, India, and the United States

By: Guangyu Tan,Amita Gupta,Gay Wilgus

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Investment in Early Childhood Education in a Globalized World

Policies, Practices, and Parental Philosophies in China, India, and the United States

By: Guangyu Tan,Amita Gupta,Gay Wilgus

This book is a comparative study of how early childhood educational policies and initiatives in three countries—China, India, and the United States—have been utilized as both direct and indirect strategies for responding to fierce global economic competition. Human capital theory and cultural ecology theory serve as the conceptual framework for discussing how this has played out in each of the three countries. In addition, this book presents a discussion and analysis of how the beliefs, parents’ perspectives, and practices with regard to child-rearing and the education of young children have both changed and remained the same in response to forces of globalization.

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345

Publisher

Springer Nature

Published Date

ISBN 10

1137600411

ISBN 13

9781137600417

Concise Encyclopaedia of India

By: K.R. Gupta & Amita Gupta

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Concise Encyclopaedia of India

By: K.R. Gupta & Amita Gupta

The Present Book, Concise Encyclopaedia Of India, Is A Compendium Of Diverse Aspects Of India Which Is One Of The Oldest Civilisations With A Kaleidoscopic Variety, Rich Cultural Heritage And Multifaceted Socio-Economic Progress. The Idea Behind Bringing Out This Book Is To Help One And All In Understanding The Country And Its Unity In Diversity. In Its Three Volumes, The Encyclopaedia Encompasses A Remarkably Wide Range Of Topics Related To India Its History, Physiography, People, Population, National Symbols, National Leaders, Languages And Literatures, Art, Culture, Defence, Education, Economy, Polity, Foreign Policy And Relations, Scientific And Technological Developments, Law And Justice, Sports, Festivals, Transport, Communication And Related Activities. In Addition, A Profile Of All Its 28 States And 7 Union Territories Has Also Been Provided. Furthermore, It Provides An Accessible, Authoritative Account Of The Latest Developments Made In Varied Fields Alongwith The Data From The Central And State Governments, Their Establishments, Constitutional Bodies, Autonomous And Semi-Autonomous Bodies And The Like.The Book Is Comprehensive, Self-Contained And User-Friendly, As The Emphasis Throughout Is On Ensuring That Readers, Particularly Students, Receive Worthwhile, Authentic Information Instead Of Irrelevant And Outdated Details. It Will Definitely Prove An Invaluable Reference Book To Students Of Different Educational Levels And Candidates Preparing For Civil Services Examinations Or Other Competitive Exams And Interviews For Various Jobs. Besides Students, The Researchers, Executives In Government And Private Sector And Also The Common Man Will Find It Highly Informative.

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Page Count

440

Publisher

Atlantic Publishers & Dist

Published Date

ISBN 10

8126906391

ISBN 13

9788126906390

The Post-Colonial States of South Asia

Political and Constitutional Problems

By: Amita Shastri,A. Jeyaratnam Wilson

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The Post-Colonial States of South Asia

Political and Constitutional Problems

By: Amita Shastri,A. Jeyaratnam Wilson

This text discusses the principal political and constitutional questions that have arisen in the states of Bangladesh, India, Pakistan and Sri Lanka following fifty years of independence. In Sri Lanka the pressing problems have been around the inter-ethnic civil war, experiments with constitutional designs, widespread prevalence of corruption and the recrudescence of Buddhist militancy. In India it has been corruption, Hindu nationalism and general political instability. In Bangladesh and Pakistan it has been the role of the military, the state and religion. A general theme is an analysis of the malaise that is prevalent and how and why this was inherited, despite the colonial legacy of parliamentary democracy, the steel framework of a trained bureaucracy, the independence of the judiciary and the rule of law.

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Page Count

369

Publisher

Routledge

Published Date

ISBN 10

1136118667

ISBN 13

9781136118661

Microbiology Practical Manual, 1st Edition-E-book

By: Amita Jain,Jyotsna Agarwal,Vimala Venkatesh

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Microbiology Practical Manual, 1st Edition-E-book

By: Amita Jain,Jyotsna Agarwal,Vimala Venkatesh

This book is a practical manual in Microbiology for 2nd year MBBS students. There is no standard book for practical exams in the market. This book will be a student's companion in their Microbiology practical class where they can read it, do their experiments as per directions given in book, and do their assignments. It would be a 'complete practical book' with tutorials at the beginning of each chapter helping the students understand the concepts. - Integrates practical & important theoretical concepts of Microbiology - Every chapter divided in a tutorial, practical exercise, spotters and assignments - Contains easy to reproduce diagrams during the practical exams - Important case-wise Viva questions at the end of each chapter - Sample cases at the end of each chapter for understanding the correlation It would be a 'complete practical book' with tutorials at the beginning of each chapter helping the students understand the concepts.

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Page Count

341

Publisher

Elsevier Health Sciences

Published Date

ISBN 10

8131253546

ISBN 13

9788131253540

Essentials of Microbiology for Dental Students - E-Book

By: Amita Jain,Parul Jain

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Essentials of Microbiology for Dental Students - E-Book

By: Amita Jain,Parul Jain

This book presents a thorough and systematic approach of microbiology in a very clear,concise, simplified and easily understandable manner. The text is amply illustrated by largenumber of figures, flowcharts, tables and boxes. This will help not only in understanding theconcepts to clear the professional exams but will also teach the importance and application ofmicrobiology in clinical practice.• Focus on clinical and laboratory aspects of infectious diseases covering bacterial, tubercular,viral, parasitic and fungal infections.• Organization of the text into sections helps to recollect the facts easily.• Chapter outline in the beginning of each chapter helps to facilitate self-learning by thestudents.• Syndromic approach to common syndromes highlights the important causes and laboratorydiagnostic approach.• Flowcharts and line diagrams represent the diagnostic procedures and life cycles.• Questions given at the end of chapters for self-assessment of topics.• Multiple choice questions section-by-section at the end of the book for self-assessment ofthe topics studied.Online Resources at www.medenact.com• Complimentary access to full e-book.• Procedural animations.

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Page Count

421

Publisher

Elsevier Health Sciences

Published Date

ISBN 10

8131267202

ISBN 13

9788131267202

India’s Trade Policy in the 21st Century

By: Amita Batra

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India’s Trade Policy in the 21st Century

By: Amita Batra

This book analyses India’s trade policy evolution in the last two decades in the broad context of trends and patterns in global trade and in particular, with reference to the emergence of global value chains (GVCs). Through an in-depth analysis of its trade policy evolution in the 2000s, the author explains India’s limited share of global merchandise trade, especially manufacturing trade and relatively low GVC integration. The book discusses India’s trade policy, pattern and global trade participation not just in the comparative context of China as is true of most analyses relating to the Indian economy, economic reforms and trade liberalization in India but also in the context of regional economies like Vietnam, Thailand, Malaysia, Bangladesh and other emerging market economies (EMEs) that have successfully integrated with GVCs/ RVCs in the period under reference. Progress and nature of India’s value chain participation relative to other economies has been evaluated in this context. The book further examines policy developments with respect to traditional trade measures like tariffs and export schemes, trade and GVC related policies in special economic zones (SEZs) as well as GVC-facilitating policy instruments such as regional/ free trading agreements (RTAs/FTAs) and investment treaties. Three sectoral case studies - automobiles, textiles and apparel and electronics - are presented to examine India’s participation in these dynamic GVC intensive sectors. An important study of one of the fastest growing economies in the world for almost two decades, this book will be of substantial interest to academics and policymakers in the fields of Economics, International Economics, Foreign Policy, Economic Relations, Economic Diplomacy, Indian- Southeast/East Asian Economics.

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Page Count

159

Publisher

Routledge

Published Date

ISBN 10

100058495X

ISBN 13

9781000584950

Indian Philosophy and Meditation

Perspectives on Consciousness

By: Rahul Banerjee,Amita Chatterjee

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Indian Philosophy and Meditation

Perspectives on Consciousness

By: Rahul Banerjee,Amita Chatterjee

India has a rich tradition of meditative practices designed to study the phenomenon of consciousness. From the distant past to the present, India has evolved a unique psychological culture with grand unifying themes and universal modes of meditative practice. This book provides a detailed analysis of classical and modern Indian views on consciousness along with their related meditative methods. It offers a critical analysis of three distinct trends of Indian thought, viz., a dualistic mode of understanding and realizing consciousness in Hindu Sāṃkhya, an interactive mode in early Buddhist abhidhamma, and the evolutionary transformational mode in the teachings of the twentieth-century sage Sri Aurobindo. This book explores the unifying features in Indian first person practices with regard to consciousness and the importance of these applied psychological practices and their associated understanding of our conscious inner lives. The most striking feature of the work is that side by side theoretical exposition of consciousness, it includes a number of worksheets which explain how to use meditation to achieve relaxation as well as cognitive ‘maps’ of the different levels of conscious states and instruction and how one can traverse from one state to another. The final chapter explores Sri Aurobindo who introduced new and decisive Indian spiritual thought and practice to India in the form of Integral Yoga. This innovative book will be of interest to scholars studying Indian philosophy, Indian religion and the emerging field of contemplation studies.

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Page Count

169

Publisher

Routledge

Published Date

ISBN 10

1351389289

ISBN 13

9781351389280

Platform and Model Design for Responsible AI

Design and build resilient, private, fair, and transparent machine learning models

By: Amita Kapoor,Sharmistha Chatterjee

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Platform and Model Design for Responsible AI

Design and build resilient, private, fair, and transparent machine learning models

By: Amita Kapoor,Sharmistha Chatterjee

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Page Count

516

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1803249773

ISBN 13

9781803249773

Indian Philosophy and Meditation

Perspectives on Consciousness

By: Rahul Banerjee,Amita Chatterjee

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Indian Philosophy and Meditation

Perspectives on Consciousness

By: Rahul Banerjee,Amita Chatterjee

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169

Publisher

Routledge

Published Date

ISBN 10

1351389289

ISBN 13

9781351389280

Marxism

With and Beyond Marx

By: Amiya Bagchi,Amita Chatterjee

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Marxism

With and Beyond Marx

By: Amiya Bagchi,Amita Chatterjee

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Page Count

304

Publisher

Routledge

Published Date

ISBN 10

1317561775

ISBN 13

9781317561774

Book's by Amita Chatterjee

Platform and Model Design for Responsible AI

Platform and Model Design for Responsible AI

Of Silk Saris & Mini-Skirts

Of Silk Saris & Mini-Skirts

Marxism

Marxism

Investment in Early Childhood Education in a Globalized World

Investment in Early Childhood Education in a Globalized World

Concise Encyclopaedia of India

Concise Encyclopaedia of India

The Post-Colonial States of South Asia

The Post-Colonial States of South Asia

Microbiology Practical Manual, 1st Edition-E-book

Microbiology Practical Manual, 1st Edition-E-book

Essentials of Microbiology for Dental Students - E-Book

Essentials of Microbiology for Dental Students - E-Book

India’s Trade Policy in the 21st Century

India’s Trade Policy in the 21st Century

Indian Philosophy and Meditation

Indian Philosophy and Meditation

Platform and Model Design for Responsible AI

Platform and Model Design for Responsible AI

Indian Philosophy and Meditation

Indian Philosophy and Meditation

Marxism

Marxism

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