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Natural Language Processing with Python
Natural Language Processing with Python
This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies, ranging from predictive text and email filtering to automatic summarization and translation. With Natural Language Processing with Python, you'll learn how to write Python programs to work with large...
Introduction to Java and Software Design: Swing Update
Introduction to Java and Software Design: Swing Update
Introduction to Java and Software Design represents a significant transition in the development of the Dale series, with much that is new. This book has been developed from the ground up to be a Java text. It is not a Java translation of our previous texts. However, we have retained our familiar easy-to-read style and clear approach to introducing...
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...
Intelligent Projects Using Python: 9 real-world AI projects leveraging machine learning and deep learning with TensorFlow and Keras
Intelligent Projects Using Python: 9 real-world AI projects leveraging machine learning and deep learning with TensorFlow and Keras

Implement machine learning and deep learning methodologies to build smart, cognitive AI projects using Python

Key Features

  • A go-to guide to help you master AI algorithms and concepts
  • 8 real-world projects tackling different challenges in healthcare, e-commerce, and...
Statistics for Engineers: An Introduction with Examples from Practice
Statistics for Engineers: An Introduction with Examples from Practice
This book describes how statistical methods can be effectively applied in the work of an engineer in terms that can be readily understood. Application of these methods enables the effort involved in experiments to be reduced, the results of these experiments to be fully evaluated, and statistically sound statements to be made as a result....
Grokking Deep Learning
Grokking Deep Learning
Summary

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.

Purchase of the print book
...
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...

Learning Machine Translation (Neural Information Processing)
Learning Machine Translation (Neural Information Processing)
The Internet gives us access to a wealth of information in languages we don't understand. The investigation of automated or semi-automated approaches to translation has become a thriving research field with enormous commercial potential. This volume investigates how machine learning techniques can improve statistical machine translation, currently...
Terrorism Informatics: Knowledge Management and Data Mining for Homeland Security
Terrorism Informatics: Knowledge Management and Data Mining for Homeland Security
Terrorism informatics has been defined as the application of advanced methodologies, information fusion and analysis techniques to acquire, integrate process, analyze, and manage the diversity of terrorism-related information for international and homeland security-related applications. The wide variety of methods used in terrorism informatics are...
NHibernate in Action
NHibernate in Action
In the classic style of Manning's "In Action" series, NHibernate in Action shows .NET developers how to use the NHibernate Object/Relational Mapping tool. This book is a translation from Java to .NET, as well as an expansion, of Manning's bestselling Hibernate in Action. All traces of Java have been carefully replaced by their .NET...
Numerical Methods Using Matlab (Ellis Horwood Series in Mathematics & Its Applications)
Numerical Methods Using Matlab (Ellis Horwood Series in Mathematics & Its Applications)
Our primary aim is to introduce the render to a wide range of numerical algorithms, explain their fundamental principles and illustrate their application. The algorithms are implemented in the software package МАТ1.ЛН® because it provides a powerful tool to help with these studies.

Many
...
Machine Translation: Its Scope and Limits
Machine Translation: Its Scope and Limits
Machine Translation (MT) is both an engineering technology and a measure of all things to do with languages and computers—whenever a new theory of language or linguistics is offered, an important criteria for its success is whether or not it will improve machine translation.

This book presents a history of machine translation (MT) from...

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