Название: DATA SCIENCE FROM SCRATCH: Complete guide to master data process, mining, data-analytic, neural networks, machine learning in Python, Linear Algebra, Statistics, Coding, Applications Decision Tree
Автор: G.S. Collins
Издательство: Amazon.com Services LLC
Год: 2020
Формат: epub/pdf(conv.)
Страниц: 151
Размер: 10.4 Mb
Язык: English

Become the master of machine learning with this powerful guide.
Do you want to know more about neural networks? Have you heard of machine learning, but you’re not sure where to begin?
Written with the beginner in mind, this detailed guide breaks down everything you need to know about deep and machine learning in a simple, easy-to-understand way. Machine learning is a fascinating and ever-growing field, and its development will shape our futures. Now, you can understand what makes this topic so powerful no matter your level of experience.

Название: Rhetorical Code Studies : Discovering Arguments in and Around Code
Автор: Kevin Brock
Издательство: University of Michigan Press
Год: 2019
Страниц: 233
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Software developers work rhetorically to make meaning through the code they write. In some ways, writing code is like any other form of communication; in others, it proves to be new, exciting, and unique. In Rhetorical Code Studies, Kevin Brock explores how software code serves as meaningful communication through which software developers construct arguments that are made up of logical procedures and express both implicit and explicit claims as to how a given program operates.

Название: Industrial AI: Applications with Sustainable Performance
Автор: Jay Lee
Издательство: Springer
Год: 2020
Страниц: 176
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book introduces Industrial Artificial Intelligence (AI) in multiple dimensions. Industrial AI is a systematic discipline which focuses on developing, validating and deploying various machine learning algorithms for industrial applications with sustainable performance. Combined with the state-of-the-art sensing, communication and big data analytics platforms, a systematic Industrial AI methodology will allow integration of physical systems with computational models. The concept of Industrial AI is in infancy stage and may encompass the collective use of technologies such as Internet of Things, Cyber-Physical Systems and Big Data Analytics under the Industry 4.0 initiative where embedded computing devices, smart objects and the physical environment interact with each other to reach intended goals.

Название: Practical MATLAB Deep Learning: A Project-Based Approach
Автор: Michael Paluszek, Stephanie Thomas
Издательство: Apress
Год: 2020
Страниц: 260
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Harness the power of MATLAB for deep-learning challenges. This book provides an introduction to deep learning and using MATLAB's deep-learning toolboxes. You’ll see how these toolboxes provide the complete set of functions needed to implement all aspects of deep learning. Along the way, you'll learn to model complex systems, including the stock market, natural language, and angles-only orbit determination. You’ll cover dynamics and control, and integrate deep-learning algorithms and approaches using MATLAB. You'll also apply deep learning to aircraft navigation using images.

Название: Statistics, Data Mining and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data, Updated Ed
Автор: Željko Ivezić, Andrew J. Connolly, Jacob T. VanderPlas, Alexander Gray
Издательство: Princeton University Press
Год: 2020
Формат: PDF
Страниц: 560
Размер: 39,5 Mb
Язык: English

Statistics, Data Mining, and Machine Learning in Astronomy is the essential introduction to the statistical methods needed to analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response System, the Dark Energy Survey, and the Large Synoptic Survey Telescope. Now fully updated, it presents a wealth of practical analysis problems, evaluates the techniques for solving them, and explains how to use various approaches for different types and sizes of data sets. Python code and sample data sets are provided for all applications described in the book.

Название: Современный учебник jаvascript в 3 книгах
Автор: Илья Кантор
Издательство: Самиздат
Год: 2019
Страниц: 731+309+478
Язык: русский
Формат: pdf, epub
Размер: 18.6 MB

С помощью этого учебника вы можете изучить jаvascript, начиная с нуля и заканчивая продвинутыми концепциями вроде ООП. Мы будем использовать браузер в качестве окружения, но основное внимание будет уделяться именно самому языку jаvascript. Давайте посмотрим, что такого особенного в jаvascript, чего можно достичь с его помощью, и какие другие технологии хорошо с ним работают.

Название: jvascript. Часть 3. Дополнительные статьи
Автор: Кантор Илья
Издательство: Интернет-издание
Год: 2019
Формат: pdf
Страниц: 478
Размер: 15 mb
Язык: русский

Перед вами учебник по jvascript, начиная с основ, включающий в себя много тонкостей и фишек jvascript/DOM.
Оффлайн версия его учебника, предназначенная для людей у которых например, отсутствует интернет или для чтения с мобильных устройств.
Часть 3: Дополнительно.
Включает дополнительные статьи, которые не поместились в первые 2 части учебника. Здесь нет четкой иерархии, вы можете изучать материал в любом порядке.

Название: Sustainable Software Architecture: Analyze and Reduce Technical Debt
Автор: Carola Lilienthal
Издательство: Rocky Nook
Год: 2019
Страниц: 307
Язык: английский
Формат: pdf (true), epub
Размер: 33.9 MB, 41.2 MB

Сегодня программисты не разрабатывают программные системы с нуля. Вместо этого они проводят исправление, расширение, изменение и укрепление существующего программного обеспечения. Устаревшие системы часто превращаются в громоздкий беспорядок, который становится все более и более трудно изменить, и с архитектурой, которая постоянно накапливает технический долг. Карола Лилиенталь проанализировала более 300 программных систем, написанных на Java, C#, C++, PHP, ABAP, TypeScript и вместе со своей командой успешно реструктурировала их.

Название: Personal Cybersecurity: How to Avoid and Recover from Cybercrime
Автор: Marvin Waschke
Издательство: Apress
Год: 2017
Страниц: 234
Формат: EPUB
Размер: 10 Mb
Язык: English

Discover the most prevalent cyber threats against individual users of all kinds of computing devices. This book teaches you the defensive best practices and state-of-the-art tools available to you to repel each kind of threat.
Personal Cybersecurity addresses the needs of individual users at work and at home. This book covers personal cybersecurity for all modes of personal computing whether on consumer-acquired or company-issued devices: desktop PCs, laptops, mobile devices, smart TVs, WiFi and Bluetooth peripherals, and IoT objects embedded with network-connected sensors. In all these modes, the frequency, intensity, and sophistication of cyberattacks that put individual users at risk are increasing in step with accelerating mutation rates of malware and cybercriminal delivery systems.

Название: Coding with Python: A Simple Guide to Start learning: Lots of Exercises and Projects for Distributed Computing Systems
Автор: Tim Wired
Издательство: Amazon.com Services LLC
Год: 2019
Страниц: 150
Язык: английский
Формат: pdf, rtf
Размер: 10.1 MB

Have you ever thought about the opportunity of stepping into today’s world of technology and science? Maybe you would like to learn one of the most popular computer programming languages in the world? Or maybe, you are that person who has no idea what programming is but wants to have a job with a decent amount of income? If your answer is “Yes” to at least one of these questions, then keep reading… “Coding With Python” – our most recent computer programming book and complete guide of one of the most popular coding languages in the world for beginners and more advanced programmers.