Construindo Chatbots Com Python

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Construindo Chatbots com Python

Sumit Raj
Construindo Chatbots com Python Book PDF

Author : Sumit Raj
Publisher : Novatec Editora
Page : 215 pages
File Size : 43,6 Mb
Release : 2019-10-16
Category : Computers
ISBN : 9788575228104

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Construindo Chatbots com Python by Sumit Raj Pdf

Construa seu próprio chatbot usando Python e ferramentas open source. Este livro começa com uma introdução aos chatbots na qual você obterá informações vitais sobre sua arquitetura. Em seguida, começará imediatamente a usar o Natural Language Processing (NLP) com a ajuda do Natural Language Toolkit (NLTK) para construir uma plataforma de processamento de linguagem personalizada para seu chatbot. Com essa base inicial, examinará diferentes técnicas de Natural Language Processing para selecionar a que lhe for mais adequada. O próximo estágio é aprender a construir um chatbot usando a plataforma API.ai e definir suas intenções e entidades. No decorrer desse exemplo, você aprenderá a ativar a comunicação com o bot e também examinará os importantes tópicos de sua integração e implantação. O último capítulo de Construindo Chatbots com Python ensinará como construir, treinar e implantar o próprio chatbot. Usando bibliotecas open source e técnicas de machine learning, você aprenderá a prever condições para seu bot e a desenvolver um agente de conversação como uma aplicação web. Para concluir, implantará seu chatbot em seu próprio servidor com a AWS. Neste livro, você: • Conhecerá os aspectos básicos do Natural Language Processing usando Python • Coletará dados e os converterá em dados de treinamento para o chatbot • Construirá seu chatbot a partir do zero como um web app • Integrará seus chatbots ao Facebook, Slack e Telegram • Implantará os chatbots em seu próprio servidor.

Building Chatbots with Python

Sumit Raj
Building Chatbots with Python Book PDF

Author : Sumit Raj
Publisher : Apress
Page : 205 pages
File Size : 51,9 Mb
Release : 2018-12-12
Category : Computers
ISBN : 9781484240960

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Building Chatbots with Python by Sumit Raj Pdf

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 API.ai 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.

Artificial Intelligence and Chatbots 101

Johnson Peterson
Artificial Intelligence and Chatbots 101 Book PDF

Author : Johnson Peterson
Publisher : Independently Published
Page : 0 pages
File Size : 44,6 Mb
Release : 2024-02-16
Category : Computers
ISBN : 9798879827217

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Artificial Intelligence and Chatbots 101 by Johnson Peterson Pdf

Chatbots are taking the world by storm. Powered by artificial intelligence, chatbots are going mainstream - transforming how businesses interact with customers and how we engage with devices and services. In this definitive guide, you'll learn to create your own chatbots using Python and leading machine learning techniques like deep learning. Ideal for first-time chatbot developers, this hands-on book covers the key capabilities needed to build conversant chatbots. Clear explanations and downloadable code help you gain practical mastery as you progress through chatbot architecture, natural language processing, machine learning models, deep learning neural networks, testing, deployment and more. Key capabilities you will learn: ✅ Building rule-based and self-learning chatbots ✅ Processing natural languages with Python ✅ Training machine learning models for language understanding ✅ Creating deep learning chatbots with TensorFlow ✅ Embedding your bots in websites, apps and smart devices ✅ Getting accurate responses with NLP and ML ✅ Continuously improving your bots through analytics If you're looking for an up-to-date guide to create capable, intelligent bots using the latest techniques, this is the book you need. Perfect for Python developers with interest in AI, machine learning engineers, data scientists, hobbyists and anyone fascinated by the potentials of conversational interfaces powered by language intelligence. The future is talking - learn to build these crucial AI assistants with Python now!

Natural Language Processing with Python and spaCy

Yuli Vasiliev
Natural Language Processing with Python and spaCy Book PDF

Author : Yuli Vasiliev
Publisher : National Geographic Books
Page : 0 pages
File Size : 49,6 Mb
Release : 2020-05-12
Category : Computers
ISBN : 9781718500525

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Natural Language Processing with Python and spaCy by Yuli Vasiliev Pdf

An introduction to natural language processing with Python using spaCy, a leading Python natural language processing library. Natural Language Processing with Python and spaCy will show you how to create NLP applications like chatbots, text-condensing scripts, and order-processing tools quickly and easily. You'll learn how to leverage the spaCy library to extract meaning from text intelligently; how to determine the relationships between words in a sentence (syntactic dependency parsing); identify nouns, verbs, and other parts of speech (part-of-speech tagging); and sort proper nouns into categories like people, organizations, and locations (named entity recognizing). You'll even learn how to transform statements into questions to keep a conversation going. You'll also learn how to: Work with word vectors to mathematically find words with similar meanings (Chapter 5) Identify patterns within data using spaCy's built-in displaCy visualizer (Chapter 7) Automatically extract keywords from user input and store them in a relational database (Chapter 9) Deploy a chatbot app to interact with users over the internet (Chapter 11) "Try This" sections in each chapter encourage you to practice what you've learned by expanding the book's example scripts to handle a wider range of inputs, add error handling, and build professional-quality applications. By the end of the book, you'll be creating your own NLP applications with Python and spaCy.

Mourt's Relation

Anonymous
Mourt s Relation Book PDF

Author : Anonymous
Publisher : Applewood Books
Page : 129 pages
File Size : 41,9 Mb
Release : 1986-09
Category : History
ISBN : 9780918222848

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Mourt's Relation by Anonymous Pdf

Presents an account, first published in 1622, of the Pilgrim's journey to the new world.

Religion

Kent Brintnall
Religion Book PDF

Author : Kent Brintnall
Publisher : Macmillan Reference USA
Page : 0 pages
File Size : 44,5 Mb
Release : 2016
Category : Religion
ISBN : 0028662970

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Religion by Kent Brintnall Pdf

Composed of twenty-two thematic chapters, Embodied Religion orients students and scholars to the critical study of religion, gender, sexuality, and the body. The introduction and first section provide a foundational overview of key terms, topics, and questions for such scholarly work. In the second section, essays examine the multiple and complex ways that various traditionsâ from Hinduism to Christianity to Paganismâ seek to regulate and celebrate embodiment and desire. A final section examines relevant theoretical approaches, including ethnography, phenomenology, queer studies, and disability studies. The volume also includes bibliographies filmographies, images, a glossary, and a comprehensive index, all of which aid the reader in exploring this rich, rewarding, and relevant field.

Shakespeare's Will

Vern Thiessen
Shakespeare s Will Book PDF

Author : Vern Thiessen
Publisher : Theatre Communications Group - Playwrights Canada Press
Page : 0 pages
File Size : 44,8 Mb
Release : 2007
Category : Drama
ISBN : 0887547699

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Shakespeare's Will by Vern Thiessen Pdf

Same as the old version (same cover, copy and reviews), except it has some revised text.

What It Takes To Be Free

Darius Foroux
What It Takes To Be Free Book PDF

Author : Darius Foroux
Publisher : North Eagle Publishing
Page : 120 pages
File Size : 43,7 Mb
Release : 2019-08-15
Category : Philosophy
ISBN : 9789083023823

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What It Takes To Be Free by Darius Foroux Pdf

“Liberty is slow fruit. It is never cheap; it is made difficult because freedom is the accomplishment and perfectness of man.” — Ralph Waldo Emerson This book is for people who also believe personal freedom is the most important thing in life. In our free world, we can do what want, spend time with people we like, and have a career that gives us joy. And yet, we don’t use our freedom. Why is that? The problem is that we’re held captive by ourselves. On a deeper level, we all strive for the same thing: To be free. It’s in our nature. Every human has the desire and the need to be free. What It Takes To Be Free will lead you on the path to personal freedom. It’s a highly practical guide that’s based on timeless wisdom and personal experience. You’re the ruler of your own kingdom. You can do anything you want, spend time with people you like, and have a career that you love. If you’re willing to do what it takes, you will be free to do those things.

Deep Learning with Applications Using Python

Navin Kumar Manaswi
Deep Learning with Applications Using Python Book PDF

Author : Navin Kumar Manaswi
Publisher : Apress
Page : 228 pages
File Size : 43,5 Mb
Release : 2018-04-04
Category : Computers
ISBN : 9781484235164

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Deep Learning with Applications Using Python by Navin Kumar Manaswi Pdf

Explore deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a short period of time and focuses you on the domain, models, and algorithms required for deep learning applications. Deep Learning with Applications Using Python covers topics such as chatbots, natural language processing, and face and object recognition. The goal is to equip you with the concepts, techniques, and algorithm implementations needed to create programs capable of performing deep learning. This book covers convolutional neural networks, recurrent neural networks, and multilayer perceptrons. It also discusses popular APIs such as IBM Watson, Microsoft Azure, and scikit-learn. What You Will Learn Work with various deep learning frameworks such as TensorFlow, Keras, and scikit-learn. Use face recognition and face detection capabilities Create speech-to-text and text-to-speech functionality Engage with chatbots using deep learning Who This Book Is For Data scientists and developers who want to adapt and build deep learning applications.

The Four Questions

Byron Katie
The Four Questions Book PDF

Author : Byron Katie
Publisher : Penguin
Page : 34 pages
File Size : 51,6 Mb
Release : 2016
Category : Body, Mind & Spirit
ISBN : 9780399174247

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The Four Questions by Byron Katie Pdf

Bestselling author Byron Katie and accomplished, award-winning illustrator Hans Wilhelm team up for a modern retelling of the classic folk tale The Sky Is Falling--reimagined through the lens of Byron Katie's world-famous philosophy for living known as "The Work." Written for adults and children alike, in the form of a full-color, illustrated book, the wisdom contained in this beautiful work can have a profound effect on readers young and old.

Natural Language Processing Recipes

Akshay Kulkarni,Adarsha Shivananda
Natural Language Processing Recipes Book PDF

Author : Akshay Kulkarni,Adarsha Shivananda
Publisher : Apress
Page : 253 pages
File Size : 46,6 Mb
Release : 2019-01-29
Category : Computers
ISBN : 9781484242674

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Natural Language Processing Recipes by Akshay Kulkarni,Adarsha Shivananda Pdf

Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises that will help you to quickly deploy natural language processing techniques, such as text classification, parts of speech identification, topic modeling, text summarization, text generation, entity extraction, and sentiment analysis. Natural Language Processing Recipes starts by offering solutions for cleaning and preprocessing text data and ways to analyze it with advanced algorithms. You’ll see practical applications of the semantic as well as syntactic analysis of text, as well as complex natural language processing approaches that involve text normalization, advanced preprocessing, POS tagging, and sentiment analysis. You will also learn various applications of machine learning and deep learning in natural language processing. By using the recipes in this book, you will have a toolbox of solutions to apply to your own projects in the real world, making your development time quicker and more efficient. What You Will LearnApply NLP techniques using Python libraries such as NLTK, TextBlob, spaCy, Stanford CoreNLP, and many more Implement the concepts of information retrieval, text summarization, sentiment analysis, and other advanced natural language processing techniques. Identify machine learning and deep learning techniques for natural language processing and natural language generation problems Who This Book Is ForData scientists who want to refresh and learn various concepts of natural language processing through coding exercises.

KPI Mega Library

RACHAD. BAROUDI
KPI Mega Library Book PDF

Author : RACHAD. BAROUDI
Publisher : Createspace Independent Publishing Platform
Page : 0 pages
File Size : 49,8 Mb
Release : 2016-10-28
Category : Electronic
ISBN : 1539457621

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KPI Mega Library by RACHAD. BAROUDI Pdf

The purpose of this guide book is to give the reader a quick and effective access to the most appropriate Key Performance Indicator (KPI). The 36,000 KPIs are categorized in a logical and alphabetical order. Many organizations are spending a lot of funds on building their strategic planning and performance management capabilities. One of the current challenges is the difficulty to know what KPIs are used in similar situations. This book main objective is to acquaint the reader with available KPIs measuring performance of a specific industry, sector, international topic, and functional area. The book is divided into three sections:1) Organization Section: 32 Industries | 385 Functions | 11,000 KPIs2) Government Section: 32 Sectors | 457 Functions | 12,000 KPIs3) International Section: 24 Topics | 39 Sources | 13,000 KPIsREVIEWS: "It's very interesting book. Let me also use this opportunity to congratulate you on it" Augustine Botwe, M&E Consultant - Sweden "Thank you for this book. As an OD and performance consultant, it will be great to have a reference like this to help assist clients and not reinvent the wheel. Congratulations on making this happen with admiration" Sheri Chaney Jones - Ohio, USA"Fabulous book! I bought it for my company. Good work!" Elizabeth Amini, CEO, Strategist - LA, USA"Congratulations for this tremendous work you have done with this book!" Roxana Goldstein, Monitoring Consultant - Argentina "This looks like a very important reference for me in my BSC consulting practice." Edy Chakra, Partner, ADDIMA Consulting - UK"Congratulations for your book, it is very comprehensive!" Rafael Lemaitre - Manager at Palladium Group - Spain"Many thanks for sharing this valuable information. I will use as reference in my work." Edi Indriyotomo - Senior IT Mgr. - Indonesia"I am reading my copy of your great book "KPI Mega Library" which I bought from Amazon. Thank you, great effort!" Basel A - Kuwait"It's a great idea, for folks who don't have a clue where to start. If you're a strategy consultant who shapes strategies for your clients, you need a tailored set of performance metrics" Shelley Somerville, Social Change Strategist - LA, USA"A very comprehensive list of KPIs across a number of functions, industries, etc. As an organizational consultant, I could use this resource as a jumping off point to discuss KPIs with a client based on their particular needs. This book could be a great tool to pick and choose the correct KPIs based on a number of criteria" Anthony Bussard - Dynamic, Innovative HR Effectiveness Consultant - Boston

Handbook of Research on Digital Violence and Discrimination Studies

Özsungur, Fahri
Handbook of Research on Digital Violence and Discrimination Studies Book PDF

Author : Özsungur, Fahri
Publisher : IGI Global
Page : 837 pages
File Size : 41,6 Mb
Release : 2022-04-08
Category : Social Science
ISBN : 9781799891888

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Handbook of Research on Digital Violence and Discrimination Studies by Özsungur, Fahri Pdf

Digital violence continues to increase, especially during times of crisis. Racism, bullying, ageism, sexism, child pornography, cybercrime, and digital tracking raise critical social and digital security issues that have lasting effects. Digital violence can cause children to be dragged into crime, create social isolation for the elderly, generate inter-communal conflicts, and increase cyber warfare. A closer study of digital violence and its effects is necessary to develop lasting solutions. The Handbook of Research on Digital Violence and Discrimination Studies introduces the current best practices, laboratory methods, policies, and protocols surrounding international digital violence and discrimination. Covering a range of topics such as abuse and harassment, this major reference work is ideal for researchers, academicians, policymakers, practitioners, professionals, instructors, and students.

Practical Machine Learning and Image Processing

Himanshu Singh
Practical Machine Learning and Image Processing Book PDF

Author : Himanshu Singh
Publisher : Apress
Page : 177 pages
File Size : 46,8 Mb
Release : 2019-02-26
Category : Computers
ISBN : 9781484241493

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Practical Machine Learning and Image Processing by Himanshu Singh Pdf

Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You’ll see the OpenCV algorithms and how to use them for image processing. The next section looks at advanced machine learning and deep learning methods for image processing and classification. You’ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you’ll explore how models are made in real time and then deployed using various DevOps tools. All the concepts in Practical Machine Learning and Image Processing are explained using real-life scenarios. After reading this book you will be able to apply image processing techniques and make machine learning models for customized application. What You Will LearnDiscover image-processing algorithms and their applications using Python Explore image processing using the OpenCV library Use TensorFlow, scikit-learn, NumPy, and other libraries Work with machine learning and deep learning algorithms for image processing Apply image-processing techniques to five real-time projects Who This Book Is For Data scientists and software developers interested in image processing and computer vision.

Applied Natural Language Processing with Python

Taweh Beysolow II
Applied Natural Language Processing with Python Book PDF

Author : Taweh Beysolow II
Publisher : Apress
Page : 158 pages
File Size : 44,5 Mb
Release : 2018-09-11
Category : Computers
ISBN : 9781484237335

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Applied Natural Language Processing with Python by Taweh Beysolow II Pdf

Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms. Applied Natural Language Processing with Python starts with reviewing the necessary machine learning concepts before moving onto discussing various NLP problems. After reading this book, you will have the skills to apply these concepts in your own professional environment. What You Will Learn Utilize various machine learning and natural language processing libraries such as TensorFlow, Keras, NLTK, and Gensim Manipulate and preprocess raw text data in formats such as .txt and .pdf Strengthen your skills in data science by learning both the theory and the application of various algorithms Who This Book Is For You should be at least a beginner in ML to get the most out of this text, but you needn’t feel that you need be an expert to understand the content.