Anindita Basak's Books

Hands-On Machine Learning with Azure

Build powerful models with cognitive machine learning and artificial intelligence

By: Thomas K Abraham,Parashar Shah,Jen Stirrup,Lauri Lehman,Anindita Basak

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Hands-On Machine Learning with Azure

Build powerful models with cognitive machine learning and artificial intelligence

By: Thomas K Abraham,Parashar Shah,Jen Stirrup,Lauri Lehman,Anindita Basak

Implement machine learning, cognitive services, and artificial intelligence solutions by leveraging Azure cloud technologies Key FeaturesLearn advanced concepts in Azure ML and the Cortana Intelligence Suite architectureExplore ML Server using SQL Server and HDInsight capabilitiesImplement various tools in Azure to build and deploy machine learning modelsBook Description Implementing Machine learning (ML) and Artificial Intelligence (AI) in the cloud had not been possible earlier due to the lack of processing power and storage. However, Azure has created ML and AI services that are easy to implement in the cloud. Hands-On Machine Learning with Azure teaches you how to perform advanced ML projects in the cloud in a cost-effective way. The book begins by covering the benefits of ML and AI in the cloud. You will then explore Microsoft’s Team Data Science Process to establish a repeatable process for successful AI development and implementation. You will also gain an understanding of AI technologies available in Azure and the Cognitive Services APIs to integrate them into bot applications. This book lets you explore prebuilt templates with Azure Machine Learning Studio and build a model using canned algorithms that can be deployed as web services. The book then takes you through a preconfigured series of virtual machines in Azure targeted at AI development scenarios. You will get to grips with the ML Server and its capabilities in SQL and HDInsight. In the concluding chapters, you’ll integrate patterns with other non-AI services in Azure. By the end of this book, you will be fully equipped to implement smart cognitive actions in your models. What you will learnDiscover the benefits of leveraging the cloud for ML and AIUse Cognitive Services APIs to build intelligent botsBuild a model using canned algorithms from Microsoft and deploy it as a web serviceDeploy virtual machines in AI development scenariosApply R, Python, SQL Server, and Spark in AzureBuild and deploy deep learning solutions with CNTK, MMLSpark, and TensorFlowImplement model retraining in IoT, Streaming, and Blockchain solutionsExplore best practices for integrating ML and AI functions with ADLA and logic appsWho this book is for If you are a data scientist or developer familiar with Azure ML and cognitive services and want to create smart models and make sense of data in the cloud, this book is for you. You’ll also find this book useful if you want to bring powerful machine learning services into your cloud applications. Some experience with data manipulation and processing, using languages like SQL, Python, and R, will aid in understanding the concepts covered in this book

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331

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1789130271

ISBN 13

9781789130270

Stream Analytics with Microsoft Azure

Real-time data processing for quick insights using Azure Stream Analytics

By: Anindita Basak,Krishna Venkataraman,Ryan Murphy,Manpreet Singh

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Stream Analytics with Microsoft Azure

Real-time data processing for quick insights using Azure Stream Analytics

By: Anindita Basak,Krishna Venkataraman,Ryan Murphy,Manpreet Singh

Develop and manage effective real-time streaming solutions by leveraging the power of Microsoft Azure About This Book Analyze your data from various sources using Microsoft Azure Stream Analytics Develop, manage and automate your stream analytics solution with Microsoft Azure A practical guide to real-time event processing and performing analytics on the cloud Who This Book Is For If you are looking for a resource that teaches you how to process continuous streams of data in real-time, this book is what you need. A basic understanding of the concepts in analytics is all you need to get started with this book What You Will Learn Perform real-time event processing with Azure Stream Analysis Incorporate the features of Big Data Lambda architecture pattern in real-time data processing Design a streaming pipeline for storage and batch analysis Implement data transformation and computation activities over stream of events Automate your streaming pipeline using Powershell and the .NET SDK Integrate your streaming pipeline with popular Machine Learning and Predictive Analytics modelling algorithms Monitor and troubleshoot your Azure Streaming jobs effectively In Detail Microsoft Azure is a very popular cloud computing service used by many organizations around the world. Its latest analytics offering, Stream Analytics, allows you to process and get actionable insights from different kinds of data in real-time. This book is your guide to understanding the basics of how Azure Stream Analytics works, and building your own analytics solution using its capabilities. You will start with understanding what Stream Analytics is, and why it is a popular choice for getting real-time insights from data. Then, you will be introduced to Azure Stream Analytics, and see how you can use the tools and functions in Azure to develop your own Streaming Analytics. Over the course of the book, you will be given comparative analytic guidance on using Azure Streaming with other Microsoft Data Platform resources such as Big Data Lambda Architecture integration for real time data analysis and differences of scenarios for architecture designing with Azure HDInsight Hadoop clusters with Storm or Stream Analytics. The book also shows you how you can manage, monitor, and scale your solution for optimal performance. By the end of this book, you will be well-versed in using Azure Stream Analytics to develop an efficient analytics solution that can work with any type of data. Style and approach A comprehensive guidance on developing real-time event processing with Azure Stream Analysis

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314

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1788390628

ISBN 13

9781788390620

Behind the Mask

The Cultural Definition of the Legal Subject in Colonial Bengal (1715–1911)

By: Anindita Mukhopadhyay

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Behind the Mask

The Cultural Definition of the Legal Subject in Colonial Bengal (1715–1911)

By: Anindita Mukhopadhyay

This book investigates the deeper area of class antagonism between the privileged and underprivileged classes as they faced the colonial state and its different ideas of legality and sovereignty in colonial Bengal. It examines the ambiguity in the bhadralok—the educated middle class— response to courts and jails. The author argues that the discourse of superior ‘bhadralok’ ethics and morals was juxtaposed against the ‘chhotolok’—who were devoid of such ethical values. This enabled the bhadralok to claim for themselves the position of the ‘aware’ legal subject as a class—a ‘good’ subject obedient to the dictates of the new rule of law, unlike the recalcitrant and ethically ill-equipped chhotolok. The author underlines the development of a new cultural language of morality that delineated the parameters of bhadralok public behaviour. As the ‘rule of law’ of the British government slid unobtrusively into the public domain, the criminal courts and the jails turned into public theatres of infamy—spaces that the ethically bound bhadralok dreaded occupying. The volume, thus, documents how the colonial legal and penal institutions streamlined the identities of some sections of the lower castes into ‘criminal caste’. It also examines the nature of colonial bureaucracy and highlights the social silence on gender and women's criminality.

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Page Count

250

Publisher

Oxford University Press

Published Date

ISBN 10

0199087814

ISBN 13

9780199087815

Refugees, Borders and Identities

Rights and Habitat in East and Northeast India

By: Anindita Ghoshal

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Refugees, Borders and Identities

Rights and Habitat in East and Northeast India

By: Anindita Ghoshal

This book examines the impact of Partition on refugees in East and Northeast India and their struggle for identity, space and political rights. In the wake of the legalisation of the Citizenship Amendment Act in 2019, this region remains a hotbed of identity and refugee politics. Drawing on extensive research and in-depth fieldwork, this book discusses themes of displacement, rehabilitation, discrimination and politicisation of refugees that preceded and followed the Partition of India in 1947. It portrays the crises experienced by refugees in recreating the socio-cultural milieu of the lost motherland and the consequent loss of their linguistic, cultural, economic and ethnic identities. The author also studies how the presence of the refugees shaped the conduct of politics in West Bengal, Assam and Tripura in the decades following Partition. Refugees, Borders and Identities will be indispensable for scholars and researchers of refugee studies, border studies, South Asian history, migration studies, Partition studies, sociology, anthropology, political studies, international relations and refugee studies, and for general readers of modern Indian history.

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Page Count

335

Publisher

Taylor & Francis

Published Date

ISBN 10

1000165221

ISBN 13

9781000165227

Behind the Veil

Resistance, Women and the Everyday in Colonial South Asia

By: Anindita Ghosh

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Behind the Veil

Resistance, Women and the Everyday in Colonial South Asia

By: Anindita Ghosh

This book re-examines 'everyday resistance', gender and power through the lens of women's experiences in colonial South Asia. Moving away from educated and outstanding figures and drawing on a range of unconventional sources, it unearths a narrative of deep and enduring resistance offered by less extraordinary women in their daily lives.

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Page Count

243

Publisher

Springer

Published Date

ISBN 10

0230583679

ISBN 13

9780230583672

Hands-On Machine Learning with Azure

Build powerful models with cognitive machine learning and artificial intelligence

By: Thomas K Abraham,Parashar Shah,Jen Stirrup,Lauri Lehman,Anindita Basak

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Hands-On Machine Learning with Azure

Build powerful models with cognitive machine learning and artificial intelligence

By: Thomas K Abraham,Parashar Shah,Jen Stirrup,Lauri Lehman,Anindita Basak

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Write a review

Solve jigsaw puzzle

Age

Page Count

331

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1789130271

ISBN 13

9781789130270

Stream Analytics with Microsoft Azure

Real-time data processing for quick insights using Azure Stream Analytics

By: Anindita Basak,Krishna Venkataraman,Ryan Murphy,Manpreet Singh

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Stream Analytics with Microsoft Azure

Real-time data processing for quick insights using Azure Stream Analytics

By: Anindita Basak,Krishna Venkataraman,Ryan Murphy,Manpreet Singh

Average ratings

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Solve jigsaw puzzle

Age

Page Count

314

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1788390628

ISBN 13

9781788390620

Book's by Anindita Basak

Hands-On Machine Learning with Azure

Hands-On Machine Learning with Azure

Stream Analytics with Microsoft Azure

Stream Analytics with Microsoft Azure

Behind the Mask

Behind the Mask

Refugees, Borders and Identities

Refugees, Borders and Identities

Behind the Veil

Behind the Veil

Hands-On Machine Learning with Azure

Hands-On Machine Learning with Azure

Stream Analytics with Microsoft Azure

Stream Analytics with Microsoft Azure

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