Название: Statistical Data Modeling and Machine Learning with Applications
Автор: Snezhana Gocheva-Ilieva
Издательство: Mdpi AG
Год: 2021
Страниц: 186
Язык: английский
Формат: pdf (true)
Размер: 11.5 MB

The modeling and processing of empirical data is one of the main subjects and goals of statistics. Nowadays, with the development of Computer Science, the extraction of useful and often hidden information and patterns from data sets of different volumes and complex data sets in warehouses has been added to these goals. New and powerful statistical techniques with Machine Learning (ML) and data mining paradigms have been developed. To one degree or another, all of these techniques and algorithms originate from a rigorous mathematical basis, including probability theory and mathematical statistics, operational research, mathematical analysis, numerical methods, etc. Popular ML methods, such as artificial neural networks (ANN), support vector machines (SVM), decision trees, random forest (RF), among others, have generated models that can be considered as straightforward applications of optimization theory and statistical estimation. The wide arsenal of classical statistical approaches combined with powerful ML techniques allows many challenging and practical problems to be solved.

Название: Invent Your Own Computer Games With Python: 2nd Edition
Автор: Engr. Michael David
Издательство: Independently published
Год: 2020
Страниц: 471
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

My motivation for writing this book comes from a gap I saw in today's literature for kids interested in learning to program. I started programming when I was 9 years old in the BASIC language with a book similar to this one. During the course of writing this, I've realized how a modern language like Python has made programming far easier and versatile for a new generation of programmers. Python has a gentle learning curve while still being a serious language that is used by programmers professionally. The current crop of programming books for kids that I've seen fell into two categories. First, books that did not teach programming so much as "game creation software" or a dumbed-down languages to make programming "easy" (to the point that it is no longer programming). Or second, they taught programming like a mathematics textbook: all principles and concepts with little application given to the reader. This book takes a different approach: show the source code for games right up front and explain programming principles from the examples.

Название: Machine Intelligence and Signal Analysis
Автор: M. Tanveer, Ram Bilas Pachori
Издательство: Springer
Серия: Advances in Intelligent Systems and Computing (Book 748)
Год: 2019
Страниц: 757
Язык: английский
Формат: True PDF
Размер: 28.5 MB

The book covers the most recent developments in machine learning, signal analysis, and their applications. It covers the topics of machine intelligence such as: deep learning, soft computing approaches, support vector machines (SVMs), least square SVMs (LSSVMs) and their variants; and covers the topics of signal analysis such as: biomedical signals including electroencephalogram (EEG), magnetoencephalography (MEG), electrocardiogram (ECG) and electromyogram (EMG) as well as other signals such as speech signals, communication signals, vibration signals, image, and video. Further, it analyzes normal and abnormal categories of real-world signals, for example normal and epileptic EEG signals using numerous classification techniques. The book is envisioned for researchers and graduate students in Computer Science and Engineering, Electrical Engineering, Applied Mathematics, and Biomedical Signal Processing.

Название: Excel VBA Programming For Dummies, 6th Edition
Автор: Dick Kusleika
Издательство: For Dummies
Год: 2022
Страниц: 435
Язык: английский
Формат: pdf (true), epub
Размер: 11.4 MB, 10.1 MB

Find out what Excel is capable of with this step-by-step guide to VBA. Short of changing the tires on your car, Microsoft Excel can do pretty much anything. And the possibilities are even more endless when you learn to program with Excel Visual Basic for Applications (VBA). Regardless of your familiarity with Excel VBA, Excel VBA Programming For Dummies can enhance your experience with the popular spreadsheet software.

Название: Фундаментальные алгоритмы на C++. Анализ/Структуры данных/Сортировка/Поиск
Автор: Роберт Седжвик
Издательство: К.: ДиаСофт
Год: 2001
ISBN: 966-7393-89-5
Формат: pdf, djvu
Страниц: 687
Размер: 50,3 Mb
Язык: Русский

Эта книга посвящена глубокому исследованию всех основополагающих концепций и алгоритмов, которые можно отнести к разряду “вечных*’. Изучив их, вы получите знания, которые никогда не устареют и которыми вы будете пользоваться всегда.

Название: Getting to Know Web GIS, 4th Edition
Автор: Pinde Fu
Издательство: Esri Press
Год: 2020
Страниц: 490
Язык: английский
Формат: epub
Размер: 35.7 MB

Learn state-of-the-art skills to build compelling, useful, and fun Web GIS apps easily, with no programming experience required. Further your knowledge and skills with detailed sections and chapters on ArcGIS Dashboards, ArcGIS Analytics for the Internet of Things (Iot), online spatial analysis, ArcGIS Notebooks, image services, 3D web scenes, ArcGIS API for jаvascript, and best practices in Web GIS. Follow extended discussions about Artificial Intelligence, Machine Learning, Deep Learning, augmented reality (AR), virtual reality (VR), and IoT in the context of Web GIS. Programming is required for enhancing existing software products, creating new ones, and transforming the creative ideas in your mind into realities. The chapter 10 focuses on browser-side programing with jаvascript, the most popular programming language on the web today. Built on top of jаvascript, ArcGIS API for jаvascript provides libraries for you to add GIS capabilities in jаvascript apps. In this chapter, you will learn the basics of jаvascript API, the essential skills to debug jаvascript, and the general workflows to adapt jаvascript samples, handle events, and incorporate widgets and tasks.

Название: Advanced Selenium Web Accessibility Testing: Software Automation Testing Secrets Revealed
Автор: Narayanan Palani
Издательство: Momentum Press
Год: 2019
Страниц: 144
Язык: английский
Формат: pdf (true), epub
Размер: 19.0 MB

This book explains the steps necessary to write manual accessibility tests and convert them into automated selenium-based accessibility tests to run part of regression test packs. If you are searching a topic on Google or buying a product online, web accessibility is a basic need. If a web page is easier to access when using a mouse and complex to navigate with keyboard, this is extremely difficult for users with disabilities. Web Accessibility Testing is a most important testing practice for customers facing web applications. Software testers with accessibility testing knowledge are in high demand at large organizations since the need to do manual and automated accessibility testing is growing rapidly. This book illustrates the types of accessibility testing with test cases and code examples. WebdriverIO (jаvascript version of Selenium) provides a better feature to verify the keyboard actions and navigations within the web pages hence each navigation using Tab, Shift Tab can be checked on any given page during regular Behavior Driven Development (BDD) tests.

Название: React from Zero: Learn React Using the jаvascript You Already Know
Автор: Kay Plößer
Издательство: Fullstack.io
Год: 2018-10-30 (Revision 3)
Страниц: 176
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.16 MB

A gentle introduction to React that builds from the ground up, using the jаvascript you already know. Sometimes learning React and all of it's dependencies can feel like too much to comprehend at once. Being a newcomer can feel intimidating. It's obvious that many people find React useful, but there is so much boilerplate and confusing terminology. React is built with jаvascript and you can write apps without adding tons of tooling at the beginning. React from Zero is a short course in learning the core of React without getting lost in the ecosystem. With React from Zero you can spend one weekend working through the basics of React, which will give you a firm foundation for building your own React apps.

Название: Time Series with Python: How to Implement Time Series Analysis and Forecasting Using Python
Автор: Bob Mather
Издательство: Independently published
Год: 2020
Страниц: 170
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Are you looking to learn more about Time Series, but struggling to find them in traditional Data Science textbooks? This book is your answer. Time Series is an exciting and important part of Data Analysis. Time Series Data is more readily available than most forms of data and answers questions that cross-sectional data struggle to do. It also has more real world application in the prediction of future events. However it is not generally found in a traditional data science toolkit. There is also limited centralized resources on the applications of Time Series, especially using traditional programming languages such as Python. This book solves all these problems, and more. It starts off with basic concepts in Time Series, and switches to more advanced topics. It shows you how to set up Python from start, and goes through over 20 examples of applying both simple and advanced Time Series concepts with Python code.

Название: Python Internals for Developers: Practice Python 3.x Fundamentals, Including Data Structures, Asymptotic Analysis, and Data Types
Автор: Sonam Chawla Bhatia
Издательство: BPB Publications
Год: 2022
Страниц: 845
Язык: английский
Формат: epub
Размер: 10.1 MB

Concise Interpretation of every essential element of Python with Use-cases. This book will aid you in your learning of the Python 3.x programming language. The chapters in this book will benefit every aspect of a programmer's or developer's life by preparing them to solve problems using Python programming and its key data structures and internals. This book explains the built-in and user-defined data structures in Python 3.x. The book begins by introducing Python, its fundamental data structures, and asymptotic notations. Once you master the fundamentals of Python, you'll be able to fully comprehend the built-in data structures. The book covers real-world applications to understand user-defined data structures and their actual implementation. Towards the end, it will help you investigate how to solve practical problems by first comprehending the issue at hand.