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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...
OpenCL Programming Guide
OpenCL Programming Guide

Industry pundits love drama. New products don’t build on the status quo to make things better. They “revolutionize” or, better yet, define a “new paradigm.” And, of course, given the way technology evolves, the results rarely are as dramatic as the pundits make it seem.

Over the past decade,...

Beginning Java 7 (Beginning Apress)
Beginning Java 7 (Beginning Apress)

Welcome to Java. This chapter launches you on a tour of this technology by focusing on fundamentals. First, you receive an answer to the “What is Java?” question. If you have not previously encountered Java, the answer might surprise you. Next, you are introduced to some basic tools that will help you start developing Java...

Agile Business Rule Development: Process, Architecture, and JRules Examples
Agile Business Rule Development: Process, Architecture, and JRules Examples

According to Wordnet, a rule is “a principle or condition that customarily governs behavior” or “a prescribed guide for conduct or action.” Businesses, and organizations in general, operate under a number of rules: rules about what services to offer and to whom; rules about how much to charge for those services;...

The Multiplayer Classroom: Designing Coursework as a Game
The Multiplayer Classroom: Designing Coursework as a Game

Discover how to engage your students and raise their grades and attendance in your classroom. THE MULTIPLAYER CLASSROOM: DESIGNING COURSEWORK AS A GAME is your detailed guide to designing any structured learning experience as a game. Written for professional educators or those learning to be educators, here are the tools to engage and excite...

Introduction to Information Systems: Supporting and Transforming Business
Introduction to Information Systems: Supporting and Transforming Business

Rainer, Cegielski Introduction to Information Systems will answer this question for you. In every chapter, you will see how real global businesses use technology and information systems to increase their profitability, gain market share, improve their customer service, and manage their daily operations. In other words, information...

Phase Transitions in Machine Learning
Phase Transitions in Machine Learning

From its inception in the 1930s, the rich and vigorous field of computer science has been concerned with the resources, both in time and in memory, needed to carry out a computation. A number of fundamental theorems were discovered that resorted to a worst-case analysis. The central question was whether a given algorithm could be...

PIC Microcontroller Project Book
PIC Microcontroller Project Book

I know you are interested in programming and using PIC microcontrollers. If not, you would not have picked up this book and be reading this preface. The first question one usually asks when choosing one book over another is, "Which book offers me something more?" Since everyone is looking for some thing a little different in...

Annotated C# Standard
Annotated C# Standard

This book is an annotated version of the C# Language Standard, created by adding around 400 separate annotations to the complete text of the Standard. The Standard was formally adopted as ISO Standard 23270:2006 in April 2006 and published in August 2006, and adopted as Ecma International Standard 334 version 4 in June 2006. Microsoft...

Dependability of Networked Computer-based Systems (Springer Series in Reliability Engineering)
Dependability of Networked Computer-based Systems (Springer Series in Reliability Engineering)

This book is meant for research scholars, scientists and practitioners involved with the application of computer-based systems in critical applications. Ensuring dependability of systems used in critical applications is important due to the impact of their failures on human life, investment and environment. The individual aspects of...

Building on SugarCRM
Building on SugarCRM

In the crowded field of customer relationship management (CRM) systems, SugarCRM stands out—not only for its modular design, but also for the ease with which you can develop, customize, and extend your CRM applications. This concise book provides a thorough overview of the development tools and APIs available in SugarCRM 6.2,...

Practical Data Analysis with JMP
Practical Data Analysis with JMP

Being an effective analyst or a well-informed consumer of analyses requires that you know how to properly define the problem, apply suitable statistical techniques, and clearly and honestly communicate the results. Being a well-informed consumer of analyses requires the same skills so that you can recognize them in action. Robert Carver's...

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