Search results for: the-nlp-toolkit

The NLP Toolkit

Author : Roger Terry
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The NLP Toolkit is packed with easy to use tools, activities and techniques. Organised in an accessible way and grounded in teacher experience and practice, it provides a comprehensive toolkit that uses NLP techniques to improve all aspects of learning and teaching from using a simple spelling strategy to developing leadership skills. NLP is often described as 'the technology of emotional intelligence'. The NLP Toolkit gives you practical 'how to' ways to develop your own emotional resilience as well as ways to work with children in the area of emotional and social skills. The five sections cover: In the class activities Emotional and social literacy with children Stagecraft and presentation skills Personal development and effectiveness Leading with NLP The NLP Toolkit is the perfect companion to the highly acclaimed NLP for Teachers: How to be a highly effective teacher ISBN 9781845900632 and will be useful for both teachers with experience of NLP and those who are new to the subject.

Natural Language Processing with Python

Author : Steven Bird
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This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.

The NLP Practitioner A Practitioners Toolkit

Author : Toby and Kate McCartney
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Neuro Linguistic Programming (NLP) is the study of excellence and how we get outstanding results... It's an art and science designed for those who have a curiosity and an openness to learning more about the world we live in. NLP is not only a collection of effective tools and techniques, it is a process of replicating our conscious and unconscious patterns to get the right results that move us towards our desired successes. 'The NLP Practitioner' is a jargon free guide to NLP and is packed with step-by-step explanations and diagrams that untangle the mysteries of how to get outstanding results and success in your life. Whether you're a complete beginner, and avid student or an armchair expert, you'll find lots of food for thought in this book.

Natural Language Processing

Author : Samuel Burns
File Size : 60.33 MB
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Natural language processing (NLP) is about developing applications and services that are able to understand human languages. In this perfect Natural Language Processing Tutorial, we will use Python NLTK library. Natural language toolkit (NLTK) is the most popular library for natural language processing (NLP) which was written in Python and has a big community behind it. This is the Ultimate guide to learn Natural Language Processing (NLP) basics, such as how to identify and separate words, how to extract topics in a text. You dont need a big and a boring book to start today .So Get Your Copy Now!!Book ObjectivesThe book objectives include the following: To help you appreciate big data as a great source of information and knowledge. To help you understand natural language processing. To help you know how to use natural language processing to extract knowledge and information from big data. To help you learn how to implement natural language processing solutions using NLTK (Natural Language Processing Toolkit) and other libraries in Python. Who this Book is for? Do you belong to any of the following categories? You are a complete beginner to natural language processing. You want to learn Python programming for natural language processing. You want to advance your skills in Python for natural language processing. Professors, lecturers or tutors who are looking to find better ways to explain Natural Language Processing to their students in the simplest and easiest way. Students and academicians, especially those focusing on python programming, Neural Networks, Machine Learning, Deep Learning, and Artificial Intelligence. If yes, this is the right book for you. What do you need for this Book? You only have to have installed Python 3.X on your computer. The author guides you on how to install the rest of the libraries on your computer. What is inside the book? GETTING STARTED WITH NATURAL LANGUAGE PROCESSING TEXT WRANGLING AND CLEANSING. REPLACING AND CORRECTING WORDS. TEXT CLASSIFICATION. SENTIMENT ANALYSIS. PARSING STRUCTURE IN TEXT. SOCIAL MEDIA MINING. NLTK FOR SENTIMENT ANALYSIS. SCIKIT-LEARN FOR TEXT CLASSIFICATION. WORK WITH PDF FILES IN PYTHON. WORK WITH TEXT FILES IN PYTHON. WORD2VEC ALGORITHM. NLP APPLICATIONS From the back cover.This comprehensive guide covers both statistical and symbolic approaches to Natural Language Processing. This is a good introduction to all the major topics of computational linguistics, which includes automatic speech recognition and processing, machine translation, information extraction, and statistical methods of linguistic analysis. Indeed, Natural Language Processing is the scientific discipline concerned with making the natural language accessible to machines, and it is a necessary means to facilitate text analytics by establishing structure in unstructured text to enable further analysis. This guide is a fundamental reference for any computational linguist, speech scientist or language data scientist. The explanations and illustrations in this short book are very intuitive and simple. The author helps you understand what natural language processing is. This is basically a theory touching on the fundamentals of natural language processing. The author then explains to you what the NLTK library is and what it does. The rest of the book is about implementing natural language processing tasks using the NLTK library in Python. Samuel Burns uses a combination of theory, Python code examples, and screenshots showing the expected outputs for various program codes.

Natural Language Processing Fundamentals

Author : Sohom Ghosh
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Use Python and NLTK (Natural Language Toolkit) to build out your own text classifiers and solve common NLP problems. Key Features Assimilate key NLP concepts and terminologies Explore popular NLP tools and techniques Gain practical experience using NLP in application code Book Description If NLP hasn't been your forte, Natural Language Processing Fundamentals will make sure you set off to a steady start. This comprehensive guide will show you how to effectively use Python libraries and NLP concepts to solve various problems. You'll be introduced to natural language processing and its applications through examples and exercises. This will be followed by an introduction to the initial stages of solving a problem, which includes problem definition, getting text data, and preparing it for modeling. With exposure to concepts like advanced natural language processing algorithms and visualization techniques, you'll learn how to create applications that can extract information from unstructured data and present it as impactful visuals. Although you will continue to learn NLP-based techniques, the focus will gradually shift to developing useful applications. In these sections, you'll understand how to apply NLP techniques to answer questions as can be used in chatbots. By the end of this book, you'll be able to accomplish a varied range of assignments ranging from identifying the most suitable type of NLP task for solving a problem to using a tool like spacy or gensim for performing sentiment analysis. The book will easily equip you with the knowledge you need to build applications that interpret human language. What you will learn Obtain, verify, and clean data before transforming it into a correct format for use Perform data analysis and machine learning tasks using Python Understand the basics of computational linguistics Build models for general natural language processing tasks Evaluate the performance of a model with the right metrics Visualize, quantify, and perform exploratory analysis from any text data Who this book is for Natural Language Processing Fundamentals is designed for novice and mid-level data scientists and machine learning developers who want to gather and analyze text data to build an NLP-powered product. It'll help you to have prior experience of coding in Python using data types, writing functions, and importing libraries. Some experience with linguistics and probability is useful but not necessary.

Nlp Mastery Toolkit

Author : Modern Psychology Publishing
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Bonus Free Workbook Included with Step-by-Step Guided Exercises Are you tired of being stuck in the same negative habits, but don't know how to change? Do you feel like old fears and unnecessary limitations and are holding you back from getting extraordinary results in your life, but you don't know how to break free? If you answered 'yes' to any of these questions, Neuro Linguistic Programming may be just what you need to create drastic positive change in your life. You have the power to rewrite your habits! If you want to feel amazing, both physically and mentally, NLP is a perfect way to chart your way to a happier, healthier life. Believe it or not, NLP is extremely simple to learn - you just need to know how. Become the master of your psychology with the NLP Mastery Toolkit! This book contains 6 manuscripts to help you master your psychology: - NLP: Neuro Linguistic Programming: The 10 Most Powerful Tools to Re-Program Your Behavior and Maximize Your Potential - NLP: Persuasive Language Hacks: Instant Social Influence With Subliminal Thought Control and Neuro Linguistic Programming - NLP: Frame Control: Using the Mindset of Power To Get What You Want In Relationships, Business & Life - NLP: Anxiety: Reprogram Your Brain to Eliminate Stress, Fear and Social Anxiety - NLP: Depression: Techniques for Taking Control and Increasing Happiness with Neuro Linguistic Programming - NLP: Stop Dieting: Reprogram Your Eating Habits for Permanent, Effortless Weight Loss In this book you will learn: - Over 50 of the most effective NLP techniques to guide you on the path to self transformation - How to build positive thought habits, one step at a time - How to improve communication with others - Techniques to implant suggestions into the subconscious for maximum, rapid effect This book is highly actionable, with step-by-step exercises for each technique and a Free Workbook included, to guide you on your journey of self-mastery. Stop engaging in negative thought patterns of limitation. When you change your thought patterns, you change your state of mind. Get in touch with your psychology and create more success in your life than you ever thought possible! So what are you waiting for Pick up a copy of NLP: Mastery Toolkit today and start to transform your life with these powerful NLP techniques!! Click the ADD TO CART button at the top of this page!

Advances in Information Technology and Communication in Health

Author : J.G. McDaniel
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The topics of Advances in Information Technology and Communication in Health, the proceedings of ITCH 2009, include telemedicine and telehealth, electronic health records, software assurance and usability, terminology, classification and standards, software selection and evaluation, research and development initiatives, service administration, management and self-management, nation-wide Canadian initiatives, ethics, policy and government, decision support, artificial intelligence and modeling, software design and development, educational initiatives and professional development and technology adoption and evaluation. In March 1986, a Canadian colloquium with an international flavor was convened to discuss the impact of information technology on community health. It was sponsored by the School of Health Information Science at the University of Victoria and the British Columbia Ministry of Health. This small, successful gathering was the predecessor of the Information Technology in Community Health (ITCH) conferences that followed in 1987, 1988, 1990, 1992, 1994, 1996, 1998 and 2000. In 2007, after a brief hiatus, the conference was held again, but this time it had expanded its scope. It was known as Information Technology and Communications in Health (ITCH) 2007; with the same acronym but with a different meaning as demanded by its international appeal and wider choice of subject areas. The conference in 2007 was an unmatched success and for the conference of 2009, an even more eventful convention is expected, which encourages experts to demonstrate and share their experiences and knowledge. The theme for the ITCH 2009 conference is ‘Revolutionizing Health Care with Informatics: From Research to Practice’.

NLTK Essentials

Author : Nitin Hardeniya
File Size : 48.90 MB
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Natural Language Processing (NLP) is the field of artificial intelligence and computational linguistics that deals with the interactions between computers and human languages. With the instances of human-computer interaction increasing, it's becoming imperative for computers to comprehend all major natural languages. Natural Language Toolkit (NLTK) is one such powerful and robust tool. You start with an introduction to get the gist of how to build systems around NLP. We then move on to explore data science-related tasks, following which you will learn how to create a customized tokenizer and parser from scratch. Throughout, we delve into the essential concepts of NLP while gaining practical insights into various open source tools and libraries available in Python for NLP. You will then learn how to analyze social media sites to discover trending topics and perform sentiment analysis. Finally, you will see tools which will help you deal with large scale text. By the end of this book, you will be confident about NLP and data science concepts and know how to apply them in your day-to-day work.

NLP Now You Know

Author : Tina Smith
File Size : 82.27 MB
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This book follows on from the NLP-What is it? book and enhances the experiences, and expands on the tools in the NLP toolkit.

Natural Language Processing

Author : Richard E. Cullingford
File Size : 84.15 MB
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Natural Language Processing with Python

Author : Tyler Edwards
File Size : 72.30 MB
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"NLP, or Natural Language Processing, is a computational approach to communication. This course will get you up-and-running with the popular NLP platform called Natural Language Toolkit (NLTK) in no time. You will start off by preparing text for Natural Language Processing by cleaning and simplifying it. Then you will implement more complex algorithms to break this text down and uncover contextual relationships that reveal the meaning and content of the text. You will learn how to tokenize various parts of sentences, and how to analyze them. You will learn about semantic as well as the syntactic analysis of text. During this course, you will learn how to solve various ambiguities in processing human language. You will also gain experience with NLP using Python and will be introduced to a variety of useful tools in NLTK. Plus, you will have an opportunity to build your first NLP application! By the end of this course, you will have the skills and tools to begin solving problems in the growing field of Latent Semantic Analysis."--Resource description page.

Natural Language Processing NLP Using Python

Author : Abhishek Chhibber
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"This series will provide an overview and working knowledge of Natural Language Processing (NLP), using Python's Natural Language Toolkit (NLTK) library within an Anaconda environment. It is intended for users who have basic programming knowledge of Python and want to start with NLP."--Resource description page.

Building Chatbots with Python

Author : Sumit Raj
File Size : 28.25 MB
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Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital information on their architecture. You will then dive straight into natural language processing with the natural language toolkit (NLTK) for building a custom language processing platform for your chatbot. With this foundation, you will take a look at different natural language processing techniques so that you can choose the right one for you. The next stage is to learn to build a chatbot using the platform and define its intents and entities. During this example, you will learn to enable communication with your bot and also take a look at key points of its integration and deployment. The final chapter of Building Chatbots with Python teaches you how to build, train, and deploy your very own chatbot. Using open source libraries and machine learning techniques you will learn to predict conditions for your bot and develop a conversational agent as a web application. Finally you will deploy your chatbot on your own server with AWS. What You Will Learn Gain the basics of natural language processing using Python Collect data and train your data for the chatbot Build your chatbot from scratch as a web app Integrate your chatbots with Facebook, Slack, and Telegram Deploy chatbots on your own server Who This Book Is For Intermediate Python developers who have no idea about chatbots. Developers with basic Python programming knowledge can also take advantage of the book.

Recent Advances in Natural Language Processing

Author :
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Neuro linguistic Programming For Dummies

Author : Kate Burton
File Size : 64.58 MB
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Learn how to apply NLP to fine-tune life skills, build rapport, enhance communication, and become more persuasive One of the most exciting psychological techniques in use today, neuro-linguistic programming helps you model yourself on those-or, more accurately, the thought processes of those-who are stellar in their fields. Rooted in behavioral psychology of the 1970s, the concepts of NLP are now common to such diverse areas as business, education, sports, health, music and the performing arts-and have been instrumental in helping people change and improve their professional and personal lives. In this handy, informative guide, you will acquire a basic toolkit of NLP techniques, with advice on the NLP approach to goal-setting, as well as insights on how you think, form mental strategies, manage emotional states, and, finally, understand the world. With new content on new code NLP, symbolic modeling, clean language in the workplace and energetic NLP-techniques developed after the first edition Includes updated information throughout and two new chapters: Dipping into Modeling and Making Change Easier Not simply a guide to reprogramming your negative or habitual thoughts, this practical, down-to-earth introduction to NLP is the first step to fulfilling personal and professional ambitions and achieving excellence in every sphere of your life.

NLP Techniques

Author : Sarah Carter
File Size : 57.53 MB
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An Introduction to Learning NLP for BeginnersEverything you need to get started in NLP. The book is guaranteed to answer how NLP can benefit your careers, improve your relationships, give you more confidence, remove bad habits, eliminate fears, and improve productivity. It provides an essential guide to how NLP can help you in business and your personal life. The NLP toolkit contains proven techniques and practical skills that provide enormous benefit once mastered.


Author :
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Natural Language Processing and Information Systems

Author :
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Development of an automatic news summarizer for isiXhosa language

Author : Zukile Ndyalivana
File Size : 87.52 MB
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Master's Thesis from the year 2017 in the subject Speech Science / Linguistics, grade: 75, , course: Computer Science, language: English, abstract: From practice perspective, given the abundance of digital content nowadays, coming up with a technological solution that summarizes written text without losing its message, coherence and cohesion of ideas is highly essential. The technology saves time for readers as well as gives them a chance to focus on the contents that matter most. This is one of the research areas in natural language processing/ information retrieval, which the dissertation tries to contribute to. It tries to contextualize tools and technologies that are developed for other languages to automatically summarize textual Xhosa news articles. Specifically, the dissertation aims at developing a text summarizer for textual Xhosa news articles based on the extraction methods. In doing so, it examines the literature and understands the techniques and technologies used to analyze contents of a written text, transform and synthesize it, the phonology and morphology of the Xhosa language, and finally, designs, implements and test an extraction-based automatic news article for the Xhosa language. Given comprehension and relevance of the literature review, the research design, the methods and tools and technologies used to design, implement and test the pilot system. Two approaches were used to extract relevant sentences, which are, term frequency and sentence position. The Xhosa summarizer is evaluated using a test set. This study has employed both subjective and objective evaluation methods. The results of both methods are satisfactory. Keywords: Xhosa, Automatic Text Summarization, Term Frequency and Sentence Position.

The Creative Teaching and Learning Toolkit

Author : Brin Best
File Size : 88.76 MB
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A guide to becoming a more effective teacher through a new teaching and learning framework that focuses on the key role of creativity in the classroom.