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Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more
Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more

Take your NLP knowledge to the next level and become an AI language understanding expert by mastering the quantum leap of Transformer neural network models

Key Features

  • Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using...
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7

Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.

Key Features

  • Develop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4)and...
Apple Pro Training Series: Final Cut Pro for Avid Editors (4th Edition)
Apple Pro Training Series: Final Cut Pro for Avid Editors (4th Edition)

This is one book where, in fact, we do wish to compare apples to oranges. As often as possible, we describe an Avid function and then describe the equivalent Final Cut Pro function and how to access and apply it. In addition, the book offers images of Avid screens, buttons, and icons so you can get your bearings...

Principles of Compilers: A New Approach to Compilers Including the Algebraic Method
Principles of Compilers: A New Approach to Compilers Including the Algebraic Method

The compiler is one of the most important aspects of system software. When any computer user develops a computer program, one must use some programming language, rather than using a computer instruction set. This implies that there must be the compiler of the programming language that has been installed on the computer one uses, and...

Automatic Ambiguity Resolution in Natural Language Processing
Automatic Ambiguity Resolution in Natural Language Processing

Natural language processing is often called an "Al-complete" task, in the sense that in order to truly process language (i.e. to comprehend, to translate, to generate) full understanding is required, which is itself the ultimate goal of Artificial Intelligence. For those who seek solutions to practical problems, this is not a...

Computer Science Made Simple: Learn how hardware and software work-- and how to make them work for you!
Computer Science Made Simple: Learn how hardware and software work-- and how to make them work for you!

Welcome to Computer Science Made Simple, a novice’s guide to one of the most important fields today. I wrote this book with several kinds of readers in mind. For the person curious about how computers work and what the computer terms used in magazine advertisements mean, this book will provide the answers. For those considering...

Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology)
Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology)

Word sense disambiguation is a core research problem in computational linguistics, which was recognized at the beginning of the scientific interest in machine translation and artificial intelligence. And yet no book has been fully devoted to review the wide variety of approaches to solving the problem. The time is right for such a...

Guide to Networking Essentials, Fourth Edition
Guide to Networking Essentials, Fourth Edition

This book is intended to serve the needs of individuals and information systems pro- fessionals who are interested in learning more about networking technologies, but who may have little or no background in this subject matter. In the first edition of this book, the materials were originally designed to help individuals prepare for Microsoft...

Markov Models for Pattern Recognition: From Theory to Applications
Markov Models for Pattern Recognition: From Theory to Applications

The development of pattern recognition methods on the basis of so-called Markov models is tightly coupled to the technological progress in the field of automatic speech recognition. Today, however, Markov chain and hidden Markov models are also applied in many other fields where the task is the modeling and analysis of chronologically...

Handbook of Natural Language Processing, Second Edition
Handbook of Natural Language Processing, Second Edition

As the title of this book suggests, it is an update of the first edition of the Handbook of Natural Language Processing which was edited by Robert Dale, Hermann Moisl, and Harold Somers and published in the year 2000. The vigorous growth of new methods in Natural Language Processing (henceforth, NLP) since then, strongly suggested that...

Compiler Design: Virtual Machines
Compiler Design: Virtual Machines

While compilers for high-level programming languages are large complex software systems, they have particular characteristics that differentiate them from other software systems. Their functionality is almost completely well-defined – ideally there exist complete precise descriptions of the source and target languages, while additional...

The iPad Project Book
The iPad Project Book

Bridging the gap between the palm-sized iPod touch and a full-sized computer, Apple's iPad offers enough screen area and horsepower to perform the day-to-day tasks most people want to do. Packed with practical knowledge, this book will walk readers through how to manage their most common projects, from the simple (setting up a calendar...

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