Vibhor Kumar's Books

AN INTRODUCTION TO DEEP LEARNING

By: Vibhor Kumar Vishnoi,Dr. Nupa Ram Chauhan,Dr. Krishan Kumar

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AN INTRODUCTION TO DEEP LEARNING

By: Vibhor Kumar Vishnoi,Dr. Nupa Ram Chauhan,Dr. Krishan Kumar

In deep learning, an artificial neural network (ANN) stores and processes large amounts of data. This is because artificial neural networks are used in deep learning. It is able to find both overt and covert connections across datasets. When working with deep learning, direct programming is not always necessary. Recent years have seen a meteoric rise in its popularity as a result of developments in processing power and the availability of massive datasets. This is one of the reasons why. For the reason that it was created using artificial designed to learn from large datasets. Deep Learning is a subfield of Machine Learning that use neural networks for modeling and problem solving; its development was spurred by the need to address complex problems. In order to train these networks to deal with challenging problems, the appropriate models must first be solved. Neural networks, which imitate the brain in structure and operation, process and transform data. These tasks are handled by multilayer neural networks consisting of numerous nodes communicating with one another. Fundamental to the idea which are defined by the existence of several layers of connected nodes. It is from this idea that the term "deep neural network" was coined. Because these networks can spot hierarchical patterns and features in the data, it's possible that they can develop elaborate representations of the data. If deep learning algorithms could independently learn and develop themselves depending on the data they were presented, then human engineers might not be needed to manually construct features. Deep learning has been very effective in several fields. These fields include picture identification, natural language processing, voice recognition, and recommendation systems. When training deep neural networks, it is generally necessary to have access to vast volumes of data and have a fast processing speed. Training deep neural networks, on the other hand, has become a great deal less complicated in recent years because to the proliferation of cloud computing and specialized equipment such as Graphics Processing Units (GPUs)

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216

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Xoffencerpublication

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ISBN 10

8197052743

ISBN 13

9788197052743

DEEP LEARNING ARCHITECTURES - NEURAL NETWORKS AND DEEP LEARNING MODELS

By: Dr. Rachit Adhvaryu,Md Aminul Islam,Dr. Kishore Kumar M,Vibhor Kumar Vishnoi

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DEEP LEARNING ARCHITECTURES - NEURAL NETWORKS AND DEEP LEARNING MODELS

By: Dr. Rachit Adhvaryu,Md Aminul Islam,Dr. Kishore Kumar M,Vibhor Kumar Vishnoi

Computers that can mimic human environment to the point that they display signs of intelligence, as we define it, have been the subject of intense study for almost fifty years. This can only happen if there is a large amount of knowledge about our environment stored in the computer, either consciously or unconsciously. Many academics have relied on learning algorithms to collect much of this data since formalizing all of it in a way that computers can use to answer questions and generalize seems to be a lengthy procedure. The extensive usage of learning algorithms and the recognition of their efficacy have not resolved the significant challenges that artificial intelligence (AI) still faces. Would it be possible to build an algorithm that could understand scenes and describe them in plain English if the technology existed? Absolutely not in the majority of cases; in fact, it would only work in very specific cases. Popular and reasonable methods for obtaining relevant information from natural images include gradually abstracting them from their basic pixel representation. This may be done in stages, starting with edge detection, moving on to more complex yet localized shapes, and finally identifying abstract categories associated to sub-objects and objects in the image. Then, when we put them all together, we'll have a good enough understanding of the situation to answer questions about it. Even if it's challenging enough to build reasonable intermediate abstractions, it would be ideal if a "smart" computer could understand a broad range of visual and semantic categories. By starting with the most basic building blocks and working its way up to the most advanced ideas, deep architecture learning aims to automatically uncover these abstractions. Imagine the amount of progress that might be achieved if learning algorithms could facilitate this finding with little human intervention. Therefore, it is not required to define all of the required abstractions or to maintain a huge database of relevant examples that have been hand-labeled. Such algorithms may let machines understand a large chunk of human IP if computers could access the vast amounts of text and images available on the internet.

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228

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Xoffencerpublication

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ISBN 10

8197211930

ISBN 13

9788197211935

PostgreSQL 16 Administration Cookbook

Solve real-world Database Administration challenges with 180+ practical recipes and best practices

By: Gianni Ciolli,Boriss Mejías,Jimmy Angelakos,Vibhor Kumar,Simon Riggs

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PostgreSQL 16 Administration Cookbook

Solve real-world Database Administration challenges with 180+ practical recipes and best practices

By: Gianni Ciolli,Boriss Mejías,Jimmy Angelakos,Vibhor Kumar,Simon Riggs

Written by a team of well-known PostgreSQL experts, this new edition will cover all the latest updates of PostgreSQL 16 including 12+ new and improved recipes on logging, monitoring, security and high-performance Purchase of the print or Kindle book includes a free PDF eBook Key Features Skill-up as a database administrator by achieving improved query performance, backup, and recovery management, setting up replication and so on Get to grips with the essentials of database management with a recipe-based approach using the latest features of PostgreSQL 16 New and updated recipes on crucial PostgreSQL topics like Monitoring, Logging, Scalability and so on Book DescriptionPostgreSQL has seen a huge increase in its customer base in the past few years and is becoming one of the go-to solutions for anyone who has a database-specific challenge. This PostgreSQL book touches on all the fundamentals of Database Administration in a problem-solution format. It is intended to be the perfect desk reference guide. This new edition focuses on recipes based on the new PostgreSQL 16 release. The additions include handling complex batch loading scenarios with the SQL MERGE statement, security improvements, running Postgres on Kubernetes or with TPA and Ansible, and more. This edition also focuses on certain performance gains, such as query optimization, and the acceleration of specific operations, such as sort. It will help you understand roles, ensuring high availability, concurrency, and replication. It also draws your attention to aspects like validating backups, recovery, monitoring, and scaling aspects. This book will act as a one-stop solution to all your real-world database administration challenges. By the end of this book, you will be able to manage, monitor, and replicate your PostgreSQL 16 database for efficient administration and maintenance with the best practices from experts.What you will learn Discover how to improve batch data loading with the SQL MERGE statement Use logical replication to apply large transactions in parallel Improve your back up and recovery performance with server-side compression Tackle basic to high-end and real-world PostgreSQL challenges with practical recipes Monitor and fine-tune your database with ease Learn to navigate the newly introduced features of PostgreSQL 16 Efficiently secure your PostgreSQL database with new and updated features Who this book is for This Postgres book is for database administrators, data architects, database developers, and anyone with an interest in planning and running live production databases using PostgreSQL 16. Those looking for hands-on solutions to any problem associated with PostgreSQL 16 administration will also find this book useful. Some experience with handling PostgreSQL databases will help you to make the most out of this book, however, it is a useful resource even if you are just beginning your Postgres journey.

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637

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Packt Publishing Ltd

Published Date

ISBN 10

1835468446

ISBN 13

9781835468449

The Billionaire and The Monk

An Inspirational Story About Finding Extraordinary Happiness

By: Vibhor Kumar Singh

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The Billionaire and The Monk

An Inspirational Story About Finding Extraordinary Happiness

By: Vibhor Kumar Singh

This charming fable full of motivation and wisdom follows a billionaire and a monk who cross paths and teach each other what it means to be happy. What if you learn that everything you have been taught about happiness is false? What if you realize that happiness is not a goal and therefore it cannot be achieved? What if you discover that it is the ordinary path that leads to extraordinary treasure? This is a story about how two men from different walks of life learn that neither robes of honor nor the total renunciation of worldly life is required to enjoy the most fundamental human desire – happiness. Happiness is not a philosophical enigma but an attainable state of the mind and everyone can cherish the greatest joys through the simplest and smallest acts of daily life.

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ISBN 10

1538709422

ISBN 13

9781538709429

Once Upon a Dharam Yudh

By: Vibhor Tikiya

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Once Upon a Dharam Yudh

By: Vibhor Tikiya

Dharam is a dream institution for its founders and employees alike, who give it their sweat and blood. In time, it prospers owing to the fine acumen of its owners and efforts of its employees. Prakash is caught in the web of fulfilling his father’s dying wish, and gives up his dream job to take up the mantle of responsibility at Dharam. A radical thinker equipped with modern ways of working, he sets the company and workers on a path of development, though with much resistance to his methods. Uday’s humble origins and difficult childhood inspire him to dream big; he dreams of equality and fair treatment for the weaker sections of the society. He believes it is his Dharam to raise his voice against any injustice. The fight between a man’s belief and an institution’s values becomes a tussle between the haves and the have-nots, acquiring magnanimous proportions. Both believe they are right and are willing to do what is needed to be done for their Dharam.

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216

Publisher

Sristhi Publishers & Distributors

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ISBN 10

9382665390

ISBN 13

9789382665397

AN INTRODUCTION TO DEEP LEARNING

By: Vibhor Kumar Vishnoi,Dr. Nupa Ram Chauhan,Dr. Krishan Kumar

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AN INTRODUCTION TO DEEP LEARNING

By: Vibhor Kumar Vishnoi,Dr. Nupa Ram Chauhan,Dr. Krishan Kumar

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Solve jigsaw puzzle

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Page Count

216

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Xoffencerpublication

Published Date

ISBN 10

8197052743

ISBN 13

9788197052743

PostgreSQL 16 Administration Cookbook

Solve real-world Database Administration challenges with 180+ practical recipes and best practices

By: Gianni Ciolli,Boriss Mejías,Jimmy Angelakos,Vibhor Kumar,Simon Riggs

Write a review Read reviews Take a Quiz Solve Book Puzzle

PostgreSQL 16 Administration Cookbook

Solve real-world Database Administration challenges with 180+ practical recipes and best practices

By: Gianni Ciolli,Boriss Mejías,Jimmy Angelakos,Vibhor Kumar,Simon Riggs

Average ratings

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Solve jigsaw puzzle

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Page Count

637

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1835468446

ISBN 13

9781835468449

Book's by Vibhor Kumar

AN INTRODUCTION TO DEEP LEARNING

AN INTRODUCTION TO DEEP LEARNING

DEEP LEARNING ARCHITECTURES - NEURAL NETWORKS AND DEEP LEARNING MODELS

DEEP LEARNING ARCHITECTURES - NEURAL NETWORKS AND DEEP LEARNING MODELS

PostgreSQL 16 Administration Cookbook

PostgreSQL 16 Administration Cookbook

The Billionaire and The Monk

The Billionaire and The Monk

Once Upon a Dharam Yudh

Once Upon a Dharam Yudh

AN INTRODUCTION TO DEEP LEARNING

AN INTRODUCTION TO DEEP LEARNING

PostgreSQL 16 Administration Cookbook

PostgreSQL 16 Administration Cookbook

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