Sini Raj Pulari's Books

Python

A Practical Learning Approach

By: T.S. Murugesh,Shriram K. Vasudevan,Sini Raj Pulari

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Python

A Practical Learning Approach

By: T.S. Murugesh,Shriram K. Vasudevan,Sini Raj Pulari

Python’s simplicity and versatility make it an ideal language for both beginners and experienced programmers. Its syntax facilitates a smooth learning curve, enabling individuals to concentrate on grasping programming concepts instead of wrestling with intricate syntax rules. The extensive standard library reinforces its practicality, offering pre-built modules and functions that reduce manual coding efforts. Python’s versatility is evident in its applications, spanning web development, data analysis, Machine Learning and automation. The language’s interactive nature supports real-time code experimentation, stepping up the learning process and enhancing understanding. Python’s wealth of online resources further enriches the learning experience, fostering a community where individuals can develop their programming skills. Python: A Practical Learning Approach exemplifies Python’s simplicity and versatility with numerous examples, ensuring a seamless learning journey. Beyond theory, the language’s practicality allows learners to actively apply their knowledge in real-world scenarios, establishing Python as an asset in education.

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Page Count

166

Publisher

CRC Press

Published Date

ISBN 10

1040095011

ISBN 13

9781040095010

Machine Learning

A Comprehensive Beginner's Guide

By: Akshay B R,Sini Raj Pulari,T S Murugesh,Shriram K Vasudevan

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Machine Learning

A Comprehensive Beginner's Guide

By: Akshay B R,Sini Raj Pulari,T S Murugesh,Shriram K Vasudevan

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to build robust and accurate models. In the ever-evolving landscape of machine learning, datasets play a pivotal role in shaping its future. The field has been revolutionized with the introduction of oneAPI, which provides a unified programming model across different architectures, including CPUs, GPUs, FPGAs and accelerators, fostering an efficient and portable programming environment. Embracing this unified model empowers practitioners to build efficient and scalable machine learning solutions, marking a significant stride in cross-architecture development. Dive into this fascinating field to master machine learning concepts with the step-by-step approach outlined in this book and contribute to its exciting future.

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Page Count

211

Publisher

CRC Press

Published Date

ISBN 10

1040086098

ISBN 13

9781040086094

Deep Learning

A Comprehensive Guide

By: Shriram K Vasudevan,Sini Raj Pulari,Subashri Vasudevan

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Deep Learning

A Comprehensive Guide

By: Shriram K Vasudevan,Sini Raj Pulari,Subashri Vasudevan

Deep Learning: A Comprehensive Guide provides comprehensive coverage of Deep Learning (DL) and Machine Learning (ML) concepts. DL and ML are the most sought-after domains, requiring a deep understanding – and this book gives no less than that. This book enables the reader to build innovative and useful applications based on ML and DL. Starting with the basics of neural networks, and continuing through the architecture of various types of CNNs, RNNs, LSTM, and more till the end of the book, each and every topic is given the utmost care and shaped professionally and comprehensively. Key Features Includes the smooth transition from ML concepts to DL concepts Line-by-line explanations have been provided for all the coding-based examples Includes a lot of real-time examples and interview questions that will prepare the reader to take up a job in ML/DL right away Even a person with a non-computer-science background can benefit from this book by following the theory, examples, case studies, and code snippets Every chapter starts with the objective and ends with a set of quiz questions to test the reader’s understanding Includes references to the related YouTube videos that provide additional guidance AI is a domain for everyone. This book is targeted toward everyone irrespective of their field of specialization. Graduates and researchers in deep learning will find this book useful.

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Page Count

239

Publisher

CRC Press

Published Date

ISBN 10

1000481883

ISBN 13

9781000481884

Machine Learning with oneAPI

By: Shriram K. Vasudevan,Nitin Vamsi Dantu,Sini Raj Pulari,T.S. Murugesh

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Machine Learning with oneAPI

By: Shriram K. Vasudevan,Nitin Vamsi Dantu,Sini Raj Pulari,T.S. Murugesh

oneAPI is a unified programming model and software development kit (SDK) from Intel that empowers software developers to generate high-performance applications that can run on different devices, comprising CPUs, GPUs, FPGAs, and other accelerators. It lets developers write code once and deploy it on multiple architectures, decreasing the complexity as well as the cost and time of software development. One of the significant strengths of oneAPI is in its capability to support an eclectic range of devices and architectures, including artificial intelligence, high-performance computing, and data analytics. Along with libraries, tools, and compilers, oneAPI makes it cool for developers to create optimized code for an extensive variety of applications, making it an indispensable tool for any developer who wants to create high-performance software and reap the benefit of the latest hardware technologies. The versatility of oneAPI, by means of appropriate theory and practical implementation with the latest tools in machine learning, has been presented in a simple yet effective way in this book that caters to everyone’s needs. Come on, let’s unleash the true power of our code across varied architectures!

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Page Count

210

Publisher

CRC Press

Published Date

ISBN 10

1000984931

ISBN 13

9781000984934

Python

A Practical Learning Approach

By: T.S. Murugesh,Shriram K. Vasudevan,Sini Raj Pulari

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Python

A Practical Learning Approach

By: T.S. Murugesh,Shriram K. Vasudevan,Sini Raj Pulari

Average ratings

N/A

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Solve jigsaw puzzle

Age

Page Count

166

Publisher

CRC Press

Published Date

ISBN 10

1040095011

ISBN 13

9781040095010

Book's by Sini Raj Pulari

Python

Python

Machine Learning

Machine Learning

Deep Learning

Deep Learning

Machine Learning with oneAPI

Machine Learning with oneAPI

Python

Python

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