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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...
Grid Resource Management: On-demand Provisioning, Advance Reservation, and Capacity Planning of Grid Resources
Grid Resource Management: On-demand Provisioning, Advance Reservation, and Capacity Planning of Grid Resources

In a dynamic computing environment, such as the Grid, resource management plays a crucial role for making distributed resources available on-demand to anyone from anywhere at any time without undermining the resource autonomy; this becomes an art when dealing with heterogeneous resources distributed under multiple trust domains spanning across...

php|architect's Guide to Web Scraping
php|architect's Guide to Web Scraping

Today , there aremany services out there providing news feeds, and there are plenty of code libraries that can parse this data. So, with the proliferation of web services and public APIs, why is web scraping still so important to the future of the Web? It is important because of the rise ofmicroformats, Semantic Web technologies, theW3C...

Petri Nets: Fundamental Models, Verification and Applications
Petri Nets: Fundamental Models, Verification and Applications

A Petri net is a mathematical representation of a network. This book first introduces the basic models including time and stochastic extensions, in particular place-transition and high level Petri nets. Their modeling and design capabilities are illustrated by a set of representations of interest in operating and communication systems. The...

Semantic Techniques in Quantum Computation
Semantic Techniques in Quantum Computation

The idea of quantum computation, in the algorithmic sense, originated from the suggestion by Feynman (1982) that a computer based on the principles of quantum mechanics might be capable of efficiently simulating quantum systems of interest to physicists; such simulation seems to be very difficult with classical computers. Feynman’s...

Image Fusion: Theories, Techniques and Applications
Image Fusion: Theories, Techniques and Applications

This textbook provides a comprehensive introduction to the theories, techniques and applications of image fusion. It is aimed at advanced undergraduate and first-year graduate students in electrical engineering and computer science. It should also be useful to practicing engineers who wish to learn the concepts of image fusion and use them in...

HTML and CSS Web Standards Solutions: A Web Standardistas' Approach
HTML and CSS Web Standards Solutions: A Web Standardistas' Approach

This book will teach you how to build hand-crafted web pages the Web Standardistas' way: using well-structured XHTML for content and CSS for presentation.

By embracing a web standards approach, you will hold the key to creating web sites that not only look great in all modern browsers, but also are accessible to a wide variety...

Models and Languages of Object-Oriented Databases (International Computer Science Series)
Models and Languages of Object-Oriented Databases (International Computer Science Series)

Brings together key developments in OO databases from areas such as semantic modelling, formal data models, language design issues, object algebra and rule-based query languages. Shows how these elements may interact within an object-oriented database system. Paper. DLC: Object-oriented database.

Object-oriented databases have been...

Pro Javascript RIA Techniques: Best Practices, Performance and Presentation
Pro Javascript RIA Techniques: Best Practices, Performance and Presentation
Pro JavaScript RIA Techniques: Best Practices, Performance, and Presentation shows you how you can build JavaScript RIAs (Rich Internet Applications) with compelling user interfaces and great performance.

With the best practices and optimization techniques you’ll learn in this book, you can optimize performance without...

Post-mining of Association Rules: Techniques for Effective Knowledge Extraction
Post-mining of Association Rules: Techniques for Effective Knowledge Extraction

Since its introduction for market basket analysis in the early 1990s, association rule mining has had a lot of research attention, and it is now widely used in many fields, for example in retail, telecom, insurance, and bioinformatics applications.

One familiar problem encountered in association mining exercises is that they...

REST in Practice: Hypermedia and Systems Architecture
REST in Practice: Hypermedia and Systems Architecture

Why don't typical enterprise projects go as smoothly as projects you develop for the Web? Does the REST architectural style really present a viable alternative for building distributed systems and enterprise-class applications?

In this insightful book, three SOA experts provide a down-to-earth explanation of REST and...

Linking Enterprise Data
Linking Enterprise Data

Enterprise data is growing at a much faster rate than traditional technologies allow. New enterprise architectures combining existing technologies are desperately needed. This book suggests a way forward by applying new techniques of the World Wide Web to enterprise information systems.

Linking Enterprise Data is an edited volume...

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