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 Название: Machine Learning for Kids: A Project-Based Introduction to Artificial Intelligence
Автор: Dale Lane
Издательство: No Starch Press
Год: 2021
Формат: EPUB
Страниц: 392
Размер: 50 Mb
Язык: English
A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered games and applications using the Scratch programming language.
Machine learning (also known as ML) is one of the building blocks of AI, or artificial intelligence. AI is based on the idea that computers can learn on their own, with your help.
Machine Learning for Kids will introduce you to machine learning, painlessly. With this book and its free, Scratch-based, award-winning companion website, you'll see how easy it is to add machine learning to your own projects. You don't even need to know how to code!
As you work through the book you'll discover how machine learning systems can be taught to recognize text, images, numbers, and sounds, and how to train your models to improve their accuracy. You'll turn your models into fun computer games and apps, and see what happens when they get confused by bad data. | |
Разместил: vitvikvas 13-01-2021, 08:40 | Комментарии: 0 | Подробнее
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 Название: AI for Computer Architecture: Principles, Practice, and Prospects
Автор: Lizhong Chen, Drew Penney, Daniel Jimenez
Издательство: Morgan & Claypool
Год: 2021
Страниц: 144
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Artificial Intelligence (AI) has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In particular, recent work has explored broader application to the design, optimization, and simulation of computer architecture. Notably, machine-learning-based strategies often surpass prior state-of-the-art analytical, heuristic, and human-expert approaches. This book reviews the application of machine learning in system-wide simulation and run-time optimization, and in many individual components such as caches/memories, branch predictors, networks-on-chip, and GPUs. The book further analyzes current practice to highlight useful design strategies and identify areas for future work, based on optimized implementation strategies, opportune extensions to existing work, and ambitious long term possibilities. | |
Разместил: Ingvar16 13-01-2021, 04:55 | Комментарии: 0 | Подробнее
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 Название: Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots
Автор: Michael McTear
Издательство: Morgan Claypool
Год: 2021
Формат: PDF
Страниц: 251
Размер: 10 Mb
Язык: English
This book provides a comprehensive introduction to Conversational AI. While the idea of interacting with a computer using voice or text goes back a long way, it is only in recent years that this idea has become a reality with the emergence of digital personal assistants, smart speakers, and chatbots. Advances in AI, particularly in deep learning, along with the availability of massive computing power and vast amounts of data, have led to a new generation of dialogue systems and conversational interfaces. Current research in Conversational AI focuses mainly on the application of machine learning and statistical data-driven approaches to the development of dialogue systems. However, it is important to be aware of previous achievements in dialogue technology and to consider to what extent they might be relevant to current research and development. Three main approaches to the development of dialogue systems are reviewed: rule-based systems that are handcrafted using best practice guidelines; statistical data-driven systems based on machine learning; and neural dialogue systems based on end-to-end learning. | |
Разместил: vitvikvas 13-01-2021, 04:19 | Комментарии: 0 | Подробнее
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 Название: DevOps Master Courseware
Автор: Alejandro Pestchanker
Издательство: Van Haren Publishing
Год: 2019
Страниц: 251
Язык: английский
Формат: epub
Размер: 19.7 MB
The word DevOps is a contraction of 'Development' and 'Operations'. DevOps is a set of best practices that emphasize the collaboration and communication of IT-professionals (developers, operators, and support staff) in the lifecycle of applications and services, leading to:
- Continuous Integration: merging all developed working copies to a shared mainline several times a day
- Continuous Deployment: release continuously or as often as possible
- Continuous Feedback: seek feedback from stakeholders during all lifecycle stages | |
Разместил: Ingvar16 12-01-2021, 20:28 | Комментарии: 0 | Подробнее
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 Название: Advanced jаvascript Visualized
Автор: Meet K. Patel
Издательство: Amazon.com Services LLC
Год: 2021
Страниц: 282
Язык: английский
Формат: pdf, epub
Размер: 39.8 MB
Nowadays jаvascript became an essential programming language that no one ignores or avoids. There are thousands of ways of learning jаvascript but a proper mental model for the core jаvascript concept is the most important part. So, anyone who is truly passionate about web or jаvascript will always love to learn under the hood working jаvascript and nodejs architecture. This book will give you a strong foundation of advanced jаvascript concepts and explains the topics with plain English and visualization. Here are the content and topics that we will learn and visualize. | |
Разместил: Ingvar16 12-01-2021, 16:27 | Комментарии: 0 | Подробнее
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Название: ABBYY FineReader 15. Руководство пользователя
Автор: Коллектив авторов
Издательство: М.: ABBYY Продакшн
Год: 2019
Формат: djvu
Страниц: 554
Размер: 22 mb
Язык: Русский
ABBYY FineReader PDF 15 — это универсальный инструмент для работы с бумажными и PDF-документами на цифровом рабочем месте. В программе используются технологии оптического распознавания символов и конвертации документов, основанные на возможностях искусственного интеллекта. Это позволяет быстрее извлекать полезную информацию из документов и повышать производительность труда. Вы сможете с легкостью создавать, оцифровывать, конвертировать и редактировать бумажные и PDF-документы, вести по ним поиск, защищать их содержимое и работать над ними совместно с другими пользователями. | |
Разместил: na5ballov 12-01-2021, 16:24 | Комментарии: 0 | Подробнее
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 Название: From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming
Автор: Paolo Brandimarte
Издательство: Springer
Год: 2021
Страниц: 216
Язык: английский
Формат: pdf (true), epub
Размер: 18.7 MB
Dynamic programming (DP) has a relevant history as a powerful and flexible optimization principle, but has a bad reputation as a computationally impractical tool. This book fills a gap between the statement of DP principles and their actual software implementation. Using MATLAB throughout, this tutorial gently gets the reader acquainted with DP and its potential applications, offering the possibility of actual experimentation and hands-on experience. The book assumes basic familiarity with probability and optimization, and is suitable to both practitioners and graduate students in engineering, applied mathematics, management, finance and economics. | |
Разместил: Ingvar16 12-01-2021, 15:21 | Комментарии: 0 | Подробнее
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 Название: Hands-on Question Answering Systems with BERT: Applications in Neural Networks and Natural Language Processing
Автор: Navin Sabharwal, Amit Agrawal
Издательство: Apress
Год: 2021
Страниц: 192
Язык: английский
Формат: pdf (true), epub
Размер: 11.1 MB
Get hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning. The book begins with an overview of the technology landscape behind BERT. It takes you through the basics of NLP, including natural language understanding with tokenization, stemming, and lemmatization, and bag of words. Next, you’ll look at neural networks for NLP starting with its variants such as recurrent neural networks, encoders and decoders, bi-directional encoders and decoders, and transformer models. Along the way, you’ll cover word embedding and their types along with the basics of BERT. | |
Разместил: Ingvar16 12-01-2021, 14:44 | Комментарии: 0 | Подробнее
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Название: Getting Started with Data Science. Making Sense of Data with Analytics
Автор: Murtaza Haider
Издательство: IBM Press
Год: 2015
Формат: pdf
Страниц: 608
Размер: 37 Mb
Язык: English
Getting Started with Data Science takes its inspiration from worldwide best-sellers like Freakonomics and Malcolm Gladwell's Outliers It teaches through a powerful narrative packed with unforgettable stories. Murtaza Haider offers informative, jargon-free coverage of basic theory and technique, backed with plenty of vivid examples and hands-on practice opportunities. Everything's software and platform agnostic, so you can learn data science whether you work with R, Stata, SPSS, or SAS. Best of all, Haider teaches a crucial skillset most data science books ignore: how to tell powerful stories using graphics and tables. Every chapter is built around real research challenges, so you'll always know why you're doing what you're doing. | |
Разместил: Bookworm 12-01-2021, 12:38 | Комментарии: 0 | Подробнее
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 Название: C# 9.0 in a Nutshell (Early Release)
Автор: Joseph Albahari
Издательство: O’Reilly Media
Год: 2021
Формат: EPUB
Страниц: 268
Размер: 10 Mb
Язык: English
When you have questions about C# 9.0 or .NET 5, this bestselling guide has the answers you need. C# is a language of unusual flexibility and breadth, but with its continual growth there's so much more to learn. In the tradition of O'Reilly's Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today.
Organized around concepts and use cases, C# 9.0 in a Nutshell provides intermediate and advanced programmers with a concise map of C# and .NET that also plumbs significant depths. | |
Разместил: vitvikvas 12-01-2021, 08:25 | Комментарии: 0 | Подробнее
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