Название: Programming with TensorFlow: Solution for Edge Computing Applications
Автор: Kolla Bhanu Prakash (Editor), G. R. Kanagachidambaresan (Editor)
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 200
Размер: 14.1 Mb
Язык: English

This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for deep learning, Natural Language Processing (NLP), speech recognition, and general predictive analytics. The book provides a hands-on approach to TensorFlow fundamentals for a broad technical audience?from data scientists and engineers to students and researchers. The authors begin by working through some basic examples in TensorFlow before diving deeper into topics such as CNN, RNN, LSTM, and GNN. The book is written for those who want to build powerful, robust, and accurate predictive models with the power of TensorFlow, combined with other open source Python libraries. The authors demonstrate TensorFlow projects on Single Board Computers (SBCs).

Название: Tableau Desktop Pocket Reference: Essential Features, Syntax, and Data Visualizations
Автор: Ryan Sleeper
Издательство: O’Reilly Media,
Год: 2021-01-21
Формат: epub/azw3/pdf(conv.)
Размер: 10.7 Mb
Язык: English

In a crowded field of data visualization and analytics tools, Tableau Desktop has emerged as the clear leader. This is partly due to its ease of use, but once you dive into Tableau's extensive feature set, you'll understand just how powerful and flexible this software can be for your business.

Название: OpenShift in Production: Enterprise Kubernetes for Multi-Cloud (Early Release)
Автор: Michael Elder, Jake Kitchener, and Dr. Brad Topol
Издательство: O’Reilly Media
Год: 2021-01-22
Формат: EPUB
Страниц: 106
Размер: 10 Mb
Язык: English

Selling your CTO on the merits of OpenShift and Kubernetes is only the beginning. When it comes to operating and scaling OpenShift, you need to understand how to manage and expose resources to application teams and how to continuously deliver changes to applications running in these environments. With this practical book, new and experienced developers and operators will learn specific techniques and examples for operationalizing OpenShift and Kubernetes in the enterprise.

Название: Modern Data Protection: Ensuring Recoverability of All Modern Workloads (Early Release)
Автор: W. Curtis Preston
Издательство: O’Reilly Media
Год: 2021-01-22
Формат: epub/azw3/pdf(conv.)
Страниц: 112
Размер: 10 Mb
Язык: English

Give your organization the data protection it deserves, without the uncertainty and cost overruns experienced by your predecessors or other companies. System and network administrators today have their work cut out for them to protect physical and virtual machines in the data center and the cloud, mobile devices in laptops and tablets, SaaS services like Microsoft 365, Google Workspace, and Salesforce, and any persistent data created by Kubernetes and container workloads.

Название: Practical Process Automation: Orchestration and Integration in Microservices and Cloud Native Architectures (Fourth Early Release)
Автор: Bernd Ruecker
Издательство: O’Reilly Media, Inc.
Год: 2021-01-22
Страниц: 341
Язык: английский
Формат: epub
Размер: 15.3 MB

In today's IT architectures, microservices and serverless functions play an increasingly important role. But how can you create meaningful, comprehensive, and connected business solutions if the individual components are decoupled and independent by design? This book provides a framework through examples and practical advice, and reveals how you can design complex processes in such an environment to deliver true business value.

Название: PowerShell Cookbook: Your Complete Guide to Scripting the Ubiquitous Object-Based Shell, 4th Edition (Early Release)
Автор: Lee Holmes
Издательство: O’Reilly Media, Inc.
Год: 2021-01-21
Страниц: 243
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.1 MB

How do you use PowerShell to navigate the filesystem, manage files and folders, or retrieve a web page? This introduction to the PowerShell language and scripting environment provides more than 400 task-oriented recipes to help you solve all kinds of problems. Intermediate to advanced system administrators will find more than 100 tried-and-tested scripts they can copy and use immediately. Updated for PowerShell 5, Open Source PowerShell up to 7 and beyond, this comprehensive cookbook includes hands-on recipes for common tasks and administrative jobs that you can apply whether you're on the client or server version of Windows. You also get quick references to technologies used in conjunction with PowerShell, including format specifiers and frequently referenced registry keys to selected .NET, COM, and WMI classes.

Название: Natural Language Processing: A Machine Learning Perspective
Автор: Yue Zhang, Zhiyang Teng
Издательство: Cambridge University Press
Год: 2021
Формат: epub
Страниц: 486
Размер: 14.9 Mb
Язык: English

With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including classification, sequence labelling, and sequence-to-sequence problems.

Название: Behavioral Data Analysis with R and Python: Customer-Driven Data for Real Business Results (Fifth Early Release)
Автор: Florent Buisson
Издательство: O’Reilly Media, Inc.
Год: 2021-01-21
Страниц: 252
Язык: английский
Формат: epub, rtf
Размер: 10.1 MB

Most of the data that companies collect is related to customer behaviors, such as clicks on a website or purchases in a supermarket. But data science algorithms and predictive analytics tools aren't that specific, so customer data is treated the same way as, for example, astronomical or genomic data. This practical guide introduces powerful methods for behavioral data analysis that you're probably not aware of. Advanced experimental design will help you get the most out of your A/B tests, while causal diagrams will allow you to tease out causality from correlation even when you can't run experiments. Written in an accessible style for data scientists, business analysts, and behavioral scientists, this practical book provides complete examples and exercises in R and Python to help you gain more insight from your immediately.

Название: Спортивное программирование. Новый нижний предел соревнований по программированию
Автор: Халим С., Халим Ф.
Издательство: ДМК
Год: 2020
Формат: PDF
Страниц: 604
Размер: 31,4 Mb
Язык: Русский

Книга содержит задачи по программированию, аналогичные тем, которые используются на соревнованиях мирового уровня (в частности, ACM ICPC и IOI). Помимо задач разного типа приводятся общие рекомендации для подготовки к соревнованиям, касающиеся классификации заданий, анализа алгоритмов и пр. Кроме стандартных тем (структуры данных и библиотеки, графы, математика, вычислительная геометрия) авторы затрагивают и малораспространенные - им посвящена отдельная глава.

Название: MySQL Concurrency: Locking and Transactions for MySQL Developers and DBAs
Автор: Jesper Wisborg Krogh
Издательство: Apress
Год: 2021
Формат: true pdf/epub
Страниц: 399
Размер: 10.2 Mb
Язык: English

Know how locks work in MySQL and how they relate to transactions. This book explains the major role that locks play in database systems, showing how locks are essential in allowing high-concurrency workloads. You will learn about lock access levels and lock granularities from the user level as well as table locks to record and gap locks. Most importantly, the book covers troubleshooting techniques when locking becomes a pain point.