Название: Smart and Sustainable Intelligent Systems
Автор: Namita Gupta (Editor), Prasenjit Chatterjee (Editor), Tanupriya Choudhury (Editor)
Издательство: Scrivener Publishing LLC
Год: 2021
Формат: True PDF
Страниц: 576
Размер: 74.2 Mb
Язык: English

The world is experiencing an unprecedented period of change and growth through all the electronic and technilogical developments and everyone on the planet has been impacted. What was once ‘science fiction’, today it is a reality.

Название: Learn Python Visually: Creative Coding with Processing.py
Автор: Tristan Bunn
Издательство: No Starch Press
Год: 2021
Формат: EPUB
Страниц: 296
Размер: 12 Mb
Язык: English

An accessible, visual, and creative approach to teaching core coding concepts using Python's Processing.py, an open-source graphical development environment.

This beginners book introduces non-programmers to the fundamentals of computer coding within a visual, arts-focused context. Tristan Bunn’s remarkably effective teaching approach is designed to help you visualize core programming concepts while you make cool pictures, animations, and simulations using Python Mode for the open-source Processing development environment.

Название: Black Hat Python: Python Programming for Hackers and Pentesters, 2nd Edition
Автор: Justin Seitz and Tim Arnold
Издательство: No Starch Press
Год: 2021
Формат: EPUB, True PDF
Страниц: 390
Размер: 10 Mb, 14 Mb
Язык: English

When it comes to creating powerful and effective hacking tools, Python is the language of choice for most security analysts. In Black Hat Python, 2nd Edition, you’ll explore the darker side of Python’s capabilities—writing network sniffers, stealing email credentials, brute forcing directories, crafting mutation fuzzers, infecting virtual machines, creating stealthy trojans, and more.

Название: Testing Elixir: Effective and Robust Testing for Elixir and its Ecosystem
Автор: Andrea Leopardi, Jeffrey Matthias
Издательство: Pragmatic Bookshelf
Год: 2020
Формат: true pdf
Страниц: 218
Размер: 14.1 Mb
Язык: English

Elixir offers new paradigms, and challenges you to test in unconventional ways. Start with ExUnit: almost everything you need to write tests covering all levels of detail, from unit to integration, but only if you know how to use it to the fullest - we'll show you how. Explore testing Elixir-specific challenges such as OTP-based modules, asynchronous code, Ecto-based applications, and Phoenix applications. Explore new tools like Mox for mocks and StreamData for property-based testing.

Название: Web Development with Clojure: Build Large, Maintainable Web Applications Interactively, Third Edition
Автор: Dmitri Sotnikov, Scot Brown
Издательство: Pragmatic Bookshelf
Год: 2021
Формат: True PDF
Страниц: 442
Размер: 63.9 Mb
Язык: English

Today, developers are increasingly adopting Clojure as a web-development platform. See for yourself what makes Clojure so desirable, as you create a series of web apps of growing complexity, exploring the full process of web development using a modern functional language. This fully updated third edition reveals the changes in the rapidly evolving Clojure ecosystem and provides a practical, complete walkthrough of the Clojure web-stack.

Название: How to Fine-tune Support Vector Machines for Classification
Автор: Ionut Brandusoiu, Gavril Toderean
Издательство: GAER Publishing House
Год: 2020
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

In Machine Learning (ML), support-vector machines (SVMs) are supervised learning models with associated learning algorithms that analyze data for classification and regression analysis. This book covers in the first part the theoretical aspects of support vector machines and their functionality, and then based on the discussed concepts it explains how to find-tune a support vector machine to yield highly accurate prediction results which are adaptable to any classification tasks. The introductory part is extremely beneficial to someone new to learning support vector machines, while the more advanced notions are useful for everyone who wants to understand the mathematics behind support vector machines and how to find-tune them in order to generate the best predictive performance of a certain classification model.

Название: How to Fine-tune Neural Networks for Classification
Автор: Ionut Brandusoiu, Gavril Toderean
Издательство: GAER Publishing House
Год: 2020
Язык: английский
Формат: pdf (true)
Размер: 14.9 MB

This book covers in the first part the theoretical aspects of neural networks and their functionality, and then based on the discussed concepts it explains how to find-tune a neural network to yield highly accurate prediction results which are adaptable to any classification tasks. The introductory part is extremely beneficial to someone new to learning neural networks, while the more advanced notions are useful for everyone who wants to understand the mathematics behind neural networks and how to find-tune them in order to generate the best predictive performance of a certain classification model. For a better understanding of the underlying theory of neural networks for classification, Chapter 1 describes supervised learning in the context of Machine Learning and all its related concepts.

Название: Python 3 for Science and Engineering Applications: Learn to use Python productively in real-life scenarios at work and in everyday life
Автор: Felix Bittmann
Издательство: Elektor International Media
Год: 2020
Формат: true pdf/azw3
Страниц: 168
Размер: 10.4 Mb
Язык: English

If you have mastered the basics of Python and are wanting to explore the language in more depth, this book is for you. By means of concrete examples used in different applications, the book illustrates many aspects of programming (e.g. algorithms, recursion, data structures) and helps problem-solving strategies. Including general ideas and solutions, the specifics of Python and how these can be practically applied are discussed.

Название: MATLAB Econometrics Toolbox User's Guide (R2021a)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: 2021
Страниц: 3452
Язык: английский
Формат: pdf (true)
Размер: 22.6 MB

Model and analyze financial and economic systems using statistical methods. Econometrics Toolbox provides functions for analyzing and modeling time series data. It offers a wide range of visualizations and diagnostics for model selection, including tests for autocorrelation and heteroscedasticity, unit roots and stationarity, cointegration, causality, and structural change. You can estimate, simulate, and forecast economic systems using a variety of modeling frameworks. These frameworks include regression, ARIMA, state-space, GARCH, multivariate VAR and VEC, and switching models. The toolbox also provides Bayesian tools for developing time-varying models that learn from new data.

Название: Advanced Programming with STM32 Microcontrollers: Master the Software Tools Behind the STM32 Microcontroller
Автор: Majid Pakdel
Издательство: Elektor Verlag
Год: 2020
Формат: PDF
Страниц: 216
Размер: 39 Mb
Язык: English

This book is project-based and aims to teach the software tools behind STM32 microcontroller programming. Author Majid Pakdel has developed projects using various different software development environments including Keil MDK, IAR Embedded Workbench, Arduino IDE and MATLAB. Readers should be able to use the projects as they are, or modify them to suit to their own needs. This book is written for students, established engineers, and hobbyists. STM32 microcontroller development boards including the STM32F103 and STM32F407 are used throughout the book. Readers should also find it easy to use other ARM-based development boards.