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 Название: Human-in-the-Loop Machine Learning: Active learning, annotation and human-computer interaction (MEAP)
Автор: Robert Munro
Издательство: Manning Publications
Год: 2020
Формат: PDF
Страниц: 371
Размер: 25 Mb
Язык: English
“Human-in-the-Loop machine learning” refers to the need for human interaction with machine learning systems to improve human performance, machine performance, or both. Most machine learning projects do not have the time or budget for human input on every data point, and so need strategies for deciding which data points are the most important for human review. Ongoing human involvement with the right interfaces expedites the efficient labeling of tricky or novel data that a machine can’t process, reducing the potential for data-related errors. | |
Разместил: vitvikvas 26-08-2020, 12:02 | Комментарии: 0 | Подробнее
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 Название: How Machine Learning Works (MEAP)
Автор: Mostafa Samir Abd El-Fattah
Издательство: Manning Publications
Год: 2020
Страниц: 220
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 16.9 MB
How Machine Learning Works gives you an in-depth look at the mathematical and theoretical foundations of machine learning. Seasoned practitioner Mostafa Samir Abd El-Fattah takes you step by step through a real-world ML projects. In it, you’ll learn the components that make up a machine learning problem and explore supervised and unsupervised learning. Blending theoretical foundations with practical ML skills, you’ll learn to read existing datasets using pandas, a fast and powerful Python library for data analysis and manipulation. Then, you’ll move on to choosing and implementing ML models with scikit-learn, a popular Python framework that provides a diverse range of ML models and algorithms. | |
Разместил: Ingvar16 26-08-2020, 11:50 | Комментарии: 0 | Подробнее
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 Название: Algorithms and Data Structures in Action (MEAP V12)
Автор: Marcello La Rocca
Издательство: Manning Publications
Год: 2020
Формат: PDF
Страниц: 736
Размер: 30 Mb
Язык: English
Summary
As a software engineer, you’ll encounter countless programming challenges that initially seem confusing, difficult, or even impossible. Don’t despair! Many of these “new” problems already have well-established solutions. Algorithms and Data Structures in Action teaches you powerful approaches to a wide range of tricky coding challenges that you can adapt and apply to your own applications. Providing a balanced blend of classic, advanced, and new algorithms, this practical guide upgrades your programming toolbox with new perspectives and hands-on techniques. | |
Разместил: vitvikvas 26-08-2020, 11:48 | Комментарии: 0 | Подробнее
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 Название: Handbook of Research on Blockchain Technology
Автор: Saravanan Krishnan (Editor), Valentina E. Balas (Editor), Julie Golden (Editor), Y. Harold Robinson (Editor)
Издательство: Academic Press
Год: 2020
Формат: True PDF
Страниц: 467
Размер: 18.3 Mb
Язык: English
Handbook of Research on Blockchain Technology presents the latest information on the adaptation and implementation of Blockchain technologies in real world business, scientific, healthcare and biomedical applications. The book's editors present the rapid advancements in existing business models by applying Blockchain techniques. Novel architectural solutions in the deployment of Blockchain comprise the core aspects of this book. Several use cases with IoT, biomedical engineering, and smart cities are also incorporated. As Blockchain is a relatively new technology that exploits decentralized networks and is used in many sectors for reliable, cost-effective and rapid business transactions, this book is a welcomed addition on existing knowledge. | |
Разместил: bomboane 26-08-2020, 06:05 | Комментарии: 0 | Подробнее
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 Название: Algorithms Illuminated Part 4: Algorithms for NP-Hard
Автор: Tim Roughgarden
Издательство: Soundlikeyourself Publishing
Год: 2020
Формат: True PDF
Страниц: 272
Размер: 11.8 Mb
Язык: English
Fourth book in a series that provides an accessible, no-nonsense, and programming language-agnostic introduction to algorithms. Includes hints or solutions to all quizzes and problems, and a series of YouTube videos by the author accompanies the book. Part 4 covers algorithmic tools for tackling NP-hard problems (heuristic algorithms, local search, dynamic programming, MIP and SAT solvers) and techniques for quickly recognizing NP-hard problems in the wild.
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Разместил: bomboane 26-08-2020, 05:55 | Комментарии: 0 | Подробнее
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Название: Высокопроизводительный код на платформе .NET
Автор: Уотсон Бен
Издательство: СПб.: Питер
Год: 2019
Формат: pdf
Страниц: 416
Размер: 16 mb
Язык: Русский
Хотите выжать из вашего кода на .NET максимум производительности? Эта книга развеивает мифы о CLR, рассказывает, как писать код, который будет просто летать. Воспользуйтесь ценнейшим опытом специалиста, участвовавшего в разработке одной из крупнейших .NET-систем в мире.
В этом издании перечислены все достижения и улучшения, внесенные в .NET за последние несколько лет, в нем также значительно расширен охват инструментов, содержатся дополнительные темы и руководства. | |
Разместил: na5ballov 25-08-2020, 16:17 | Комментарии: 0 | Подробнее
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 Название: Data Analytics: Simple and Effective Tips and Tricks to Learn Data Analytics Effectively
Автор: Benjamin Smith
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 115
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB
This book has been created to help you understand the tips and tricks to learn Data Analytic easily and simply. It covers all the basic tips and tricks for beginners to understand how Data Analytics works. You will learn the process of data analytics and how it is different from data reporting. In this book, we have given in-depth details about types of Data Analytics, its characteristics, and its applications. You will also learn how to become a data analyst and about the skills required for the job. We have also focused on Python for Data Analytics and the advantages. Important Python libraries like Pandas, NumPy, Matplotlib, and IPython have been discussed in detail. You learn about the Software Development Tools used in IPython for Data Analytics, NumPy features, and Data Processing using Arrays. | |
Разместил: Ingvar16 25-08-2020, 14:53 | Комментарии: 0 | Подробнее
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 Название: Data Science: Simple and Effective Tips and Tricks to Learn Data Science
Автор: Benjamin Smith
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 119
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB
Have you ever wondered what the fuss about data is all about? What do data scientists do? What is machine learning and artificial intelligence exactly? Are they the same? Do you love working with data? If your answer is yes, then you are in the right place. Data science helps make predictions and provides insights by using data analysis, statistics, and machine learning. A data scientist is an individual who can perform the duties of a data analyst, statistician, and a machine learning engineer. There are four main pillars of data science: domain expertise, mathematics, communication, and computer science. Once you get the hang of these four components, you will be closer to enhancing your overall understanding of data science. Are you wondering how you can do this? Well, you don't have to look any further because this book has all the answers you need. | |
Разместил: Ingvar16 25-08-2020, 13:30 | Комментарии: 0 | Подробнее
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 Название: Tensorflow Machine Learning: Simple and Effective Tips and Tricks to Learn Machine Learning With Scikit-learn, Keras and TF
Автор: Benjamin Smith
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 124
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB
Machine Learning is an emerging field in the discipline of computer science. The possibilities are virtually endless and the things we can achieve with machine learning bridge the gap between reality and science fiction. If you are one of those people who developed an interest and learned the basics of machine learning and want to improve your foundation, then this is the right book for you. | |
Разместил: Ingvar16 25-08-2020, 12:38 | Комментарии: 0 | Подробнее
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 Название: Deploying to OpenShift: A Guide for Busy Developers
Автор: Graham Dumpleton
Издательство: O'Reilly
ISBN: 1491957166
Год: 2018
Страниц: 140
Язык: английский
Формат: epub, mobi, rtf, pdf
Размер: 10.1 MB
Get an in-depth tour of OpenShift, the container-based software deployment and management platform from Red Hat that provides a secure multi-tenant environment for the enterprise. This practical guide describes in detail how OpenShift, building on Kubernetes, enables you to automate the way you create, ship, and run applications in a containerized environment. | |
Разместил: _аdmin_ 25-08-2020, 10:06 | Комментарии: 0 | Подробнее
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