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 Название: Pragmatic Machine Learning with Python: Learn How to Deploy Machine Learning Models in Production
Автор: Avishek Nag
Издательство: BPB Publications
Год: 2020
Формат: True ePUB
Страниц: 338
Размер: 13 Mb
Язык: English
An easy-to-understand guide to learn practical Machine Learning techniques with Mathematical foundations
This book will be ideal for working professionals who want to learn Machine Learning from scratch. The first chapter will be an introductory chapter to make readers comfortable with the idea of Machine Learning and the required mathematical theories. There will be a balanced combination of underlying mathematical theories corresponding to any Machine Learning topic and its implementation using Python. Most of the implementations will be based on 'scikit-learn,' but other Python libraries like 'Gensim' or 'PyTorch' will also be used for some topics like text analytics or deep learning. The book will be divided into chapters based on primary Machine Learning topics like Classification, Regression, Clustering, Deep Learning, Text Mining, etc. The book will also explain different techniques of putting Machine Learning models into production-grade systems using Big Data or Non-Big Data flavors and standards for exporting models. | |
Разместил: vitvikvas 29-07-2021, 10:20 | Комментарии: 0 | Подробнее
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 Название: Implement NLP use-cases using BERT: Explore the Implementation of NLP Tasks Using the Deep Learning Framework and Python by Amandeep
Автор: Amandeep
Издательство: BPB Publications
Год: 2021
Формат: True ePUB
Страниц: 164
Размер: 10 Mb
Язык: English
This book provides a solid foundation for 'Natural Language Processing' with pragmatic explanation and implementation of a wide variety of industry wide scenarios. After reading this book, one can simply jump to solve real world problems and join the league of NLP developers.
It starts with the introduction of Natural Language Processing and provides a good explanation of different practical situations which are currently implemented across the globe. Thereafter, it takes a deep dive into the text classification with different types of algorithms to implement the same. Then, it further introduces the second important NLP use case called Named Entity Recognition with its popular algorithm choices. Thereafter, it provides an introduction to a state of the art language model called BERT and its application. | |
Разместил: vitvikvas 29-07-2021, 10:10 | Комментарии: 0 | Подробнее
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 Название: Swarm Intelligence: From Social Bacteria to Humans
Автор: Andrew Schumann
Издательство: CRC Press
Год: 2021
Формат: PDF
Страниц: 191
Размер: 20 Mb
Язык: English
The notion of swarm intelligence was introduced for describing decentralized and self-organized behaviors of groups of animals. Then this idea was extrapolated to design groups of robots which interact locally to cumulate a collective reaction. Some natural examples of swarms are as follows: ant colonies, bee colonies, fish schooling, bird flocking, horse herding, bacterial colonies, multinucleated giant amoebae Physarum polycephalum, etc. In all these examples, individual agents behave locally with an emergence of their common effect. | |
Разместил: vitvikvas 28-07-2021, 18:44 | Комментарии: 0 | Подробнее
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 Название: Swift. Разработка приложений под iOS. Василий Усов. Сборник (2 книги)
Автор: Василий Усов
Издательство: Питер, swiftme.ru
Год: 2021
Страниц: 545 + 493
Язык: русский
Формат: pdf
Размер: 22.9 MB
Начиная с первого релиза и по настоящий момент Swift активно развивается. Сегодня он стал основным языком разработки под платформу Apple, опередив все еще популярный язык Objective-C. Swift - это язык программирования с открытым исходным кодом, а значит, он скоро будет поддерживаться и другими операционными системами. Если вы когда-либо программировали на других языках, то могу предположить, что после знакомства со Swift и со всем многообразием его возможностей вы не захотите возвращаться в «старый лагерь». Имейте в виду, что Swift затягивает и не отпускает! | |
Разместил: Ingvar16 28-07-2021, 15:57 | Комментарии: 0 | Подробнее
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 Название: Machine Learning in Industry
Автор: Shubhabrata Datta, J. Paulo Davim
Издательство: Springer
Год: 2022
Формат: PDF
Страниц: 202
Размер: 10 Mb
Язык: English
This book covers different machine learning techniques such as artificial neural network, support vector machine, rough set theory and deep learning. It points out the difference between the techniques and their suitability for specific applications. This book also describes different applications of machine learning techniques for industrial problems. The book includes several case studies, helping researchers in academia and industries aspiring to use machine learning for solving practical industrial problems. | |
Разместил: vitvikvas 28-07-2021, 15:53 | Комментарии: 0 | Подробнее
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 Название: Swift. Разработка приложений под iOS на основе фреймворка UIKit
Автор: Василий Усов
Издательство: swiftme.ru
Год: 2021
Страниц: 493
Язык: русский
Формат: pdf
Размер: 19.0 MB
В этой книге вы продолжите свое знакомство с языком программирования Swift и средой разработки Xcode. Узнаете, что такое архитектура проекта, какой она бывает и из чего состоит; как приложение работает в операционной системе, каков его жизненный цикл и жизненный цикл его отдельных элементов; как происходит обмен данными и как передаются события. И все это вы попробуете на практике, рассматривая возможности фреймворка UIKit. Swift – один из самых современных языков программирования, который вобрал в себя все лучшее из C, Objective-C, Java, Python и многих других. На сегодняшний день он входит в топ-7 по популярности среди всех языков программирования и возглавляет рейтинг языков для мобильной разработки. Создание на Swift приложения под iOS и macOS – это очень творческий процесс, который позволит вам проявить себя. В каждой написанной строчке вы ощутите его лёгкость, гибкость и широкие возможности. | |
Разместил: Ingvar16 28-07-2021, 13:43 | Комментарии: 0 | Подробнее
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 Название: jаvascript for Humans
Автор: Christopher Topalian
Издательство: College of Scripting Music & Science
Год: 2021
Страниц: 181
Язык: английский
Формат: pdf
Размер: 10.1 MB
Over 2 million people have learned to program computers from our books. This jаvascript scripting book is designed to teach you how to be a programmer! We teach you how to manage big projects easily and how to think AS a computer scientist! Be a programmer today. | |
Разместил: Ingvar16 28-07-2021, 12:51 | Комментарии: 0 | Подробнее
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 Название: Android for Beginners: Step by Step guide to develop Android App
Автор: Pratiyush Guleria
Издательство: BPB Publications
Год: 2021
Формат: True ePUB
Страниц: 181
Размер: 23,8 Mb
Язык: English
The book has been written in such a way that the concepts are explained in detail, giving adequate emphasis on examples. To make clarity of the programming examples, logic is explained properly as well as discussed using comments in program itself. The book covers the topics right from the Introduction of the Android Studio and writing programs into it. The Android topics are discussed in detail taking into consideration the practical examples from simple to complex for the better understanding of students. Various sample practical exercises are included in the Book and their solutions so as to give students the basic idea of developing apps in Android. The examples given in book are user-focused and have been highly updated including topics, figures and examples. | |
Разместил: vitvikvas 28-07-2021, 10:17 | Комментарии: 0 | Подробнее
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 Название: Python Quick Interview Guide: Top Expert-Led Coding Interview Question Bank for Python Aspirants
Автор: Shyamkant Limaye
Издательство: BPB Publications
Год: 2021
Формат: True ePUB
Страниц: 488
Размер: 10 Mb
Язык: English
Python is the most popular programming language, and hence, there is a huge demand for Python programmers. Even if you have learnt Python or have done projects on AI, you cannot enter the top companies unless you have cleared the Algorithms and data Structure coding test.
This book presents 75 most frequently asked coding questions by top companies of the world. It not only focuses on the solution strategy, but also provides you with the working code. This book will equip you with the skills required for developing and analyzing algorithms for various situations. This book teaches you how to measure Time Complexity, it then provides solutions to questions on the Linked list, Stack, Hash table, and Math. Then you can review questions and solutions based on graph theory and application techniques. Towards the end, you will come across coding questions on advanced topics such as Backtracking, Greedy, Divide and Conquer, and Dynamic Programming. | |
Разместил: vitvikvas 28-07-2021, 10:03 | Комментарии: 0 | Подробнее
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 Название: DevSecOps in Kubernetes
Автор: Wei Lien Dang, Ajmal Kohgadai
Издательство: O’Reilly Media, Inc.
Год: 2021-07-22
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
For decades, software development and delivery were slow processes. Early enterprise software was delivered to customers by hand and installed by a trained technician. Cloud providers have changed all that, leveraging economies of scale to offer capabilities that many organizations couldn’t achieve on their own and making it cheaper and easier to use virtualization technologies. It’s complicated, but with cultural change within your organization and a shift in viewpoint, you can bring all the right people, perspectives, and insights together into a single team. That’s where DevOps in general, and the DevSecOps model in particular, can help. Don’t worry if you’re not sure what that means just yet. I’ll introduce you to DevOps in Chapter 1, and by Chapter 3 we’ll be wading into DevSecOps. Along the way, we will be using Kubernetes as an example of a technology that works well with a DevSecOps culture. | |
Разместил: Ingvar16 28-07-2021, 01:04 | Комментарии: 0 | Подробнее
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