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Название: The Polyglot Programmer
Автор: Nitish Madhukar Vantha
Издательство: Leanpub
Год: 2023-09-15
Страниц: 167
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.2 MB

This book is your guide to mastering multiple programming languages, understanding tech concepts, and navigating the digital landscape. Whether you're an experienced engineer, a newbie looking to dive into coding, or preparing for interviews, this series equips you with the necessary knowledge and skills. Dive into the byte-sized chapters, explore practical code samples, and gain the confidence to excel in the diverse tech world. This book is designed for a diverse audience with a common goal: mastering the essentials of programming in modern, widely-used languages. Whether you’re an experienced engineer aiming to add a new language to your toolkit, a newcomer looking to grasp programming concepts quickly, or someone transitioning from one language to another, this book is your guide. A foundational understanding of programming concepts is beneficial as a prerequisite. It covers a spectrum from basic to intermediate topics in Ruby, Python, jаvascript, and Go, making it an invaluable resource for comprehending identical concepts across these languages. With a focus on practicality and versatility, this book equips you for interviews, skill enhancement, or embarking on a programming journey in these four versatile languages.

Название: The Rails 7 Way
Автор: Lucas Dohmen, Tom Henrik Aadland, Obie Fernandez
Издательство: Leanpub
Год: 2023-05-04
Страниц: 750
Язык: английский
Формат: pdf (true), epub
Размер: 29.4 MB

The Rails 7 Way is the comprehensive, authoritative reference guide for professionals delivering production-quality code using modern Ruby on Rails. It illuminates the entire Rails 7 API, its most powerful idioms, design approaches, and libraries. Building on the previous editions, this edition has been heavily refactored and updated. It features entirely new chapters on Action Mailbox, Active Storage, asset pipelines, ViewComponent, and Turbo. Through detailed code examples, you’ll dive deep into Ruby on Rails, discover why it’s designed as it is, and learn to make it do exactly what you want. Proven in thousands of production systems, the knowledge in this book will maximize your productivity and help you build more successful solutions. Rails 7 is also a significant change for jаvascript in Rails: From a new approach to the asset pipeline (without Node by default and offering a wide range of choices) to replacing Turbolinks and UJS with Turbo and Stimulus. The new autoloader Zeitwerk introduced in Rails 6 as an option now is the only choice. To make the most out of this book, you should be at least somewhat familiar with how to bootstrap a Rails application and the MVC (Model-View-Controller) architectural pattern.

Название: Python Handwritten Notes (Clear Definitions and Examples)
Автор: Chip Sized
Издательство: Independently published
Год: 2023
Страниц: 186
Язык: английский
Формат: pdf
Размер: 32.3 MB

Python Handwritten Notes (Clear Definitions and Examples)! Hello friends! I present to you my personal handwritten notes of Python which consists of over 180+ pages involving all important topics. It took about 25 hours to complete the notes. I've covered almost all the important topics with clear definitions and examples.

Название: Тестирование программного обеспечения. Базовый курс. 3-е издание
Автор: Куликов С.С.
Издательство: EPAM Systems
Год: 26.07.2023 (Версия книги 3.2.4)
Страниц: 303
Язык: русский
Формат: pdf, djvu
Размер: 12.5 MB

В основу этой книги положен пятнадцатилетний опыт проведения тренингов для тестировщиков. За это время накопилась огромная коллекция вопросов от слушателей, и стали отчётливо видны типичные для многих начинающих проблемы и сложности. Представляется разумным обобщить этот материал в виде книги, которая поможет начинающим тестировщикам быстрее погрузиться в профессию и избежать многих досадных ошибок. Эта книга не ставит своей задачей полноценное раскрытие всей предметной области со всеми её нюансами, потому не воспринимайте её как учебник или справочник — за десятилетия развития тестирование накопило такой объём данных, что для его формального представления не хватит и десятка книг. Также прочтения лишь этой одной книги вовсе не достаточно, чтобы стать «гуру тестирования».

Название: Computational Methods for Deep Learning (2nd Edition)
Автор: Wei Qi Yan
Издательство: Springer
Серия: Texts in Computer Science
Год: 2023
Страниц: 235
Язык: английский
Формат: pdf (true), epub
Размер: 25.1 MB

We have integrated materials on Deep Learning, Machine Learning, and computational mathematics, refining the contents to publish this book. Our aim is to provide a resource that benefits postgraduate students, particularly those working on their theses, by sharing our research outputs and teaching work to enhance their projects. In this book, we organize our material and present the story of Deep Learning in a progression from easy to difficult concepts in mathematics. We have structured the content with a focus on knowledge transfer from the perspective of machine intelligence. We begin by explaining artificial neural networks, including neuron design and activation functions. We then delve into the mechanics of Deep Learning using advanced mathematical concepts. At the end of each chapter, we emphasize the practical implementation of Deep Learning algorithms using Python-based platforms and the latest MATLAB toolboxes. Additionally, we provide a list of questions for reflection and discussion.

Название: Computational Methods with MATLAB
Автор: Erik Cuevas, Alberto Luque, Hector Escobar
Издательство: Springer
Год: 2024
Страниц: 217
Язык: английский
Формат: pdf (true), epub
Размер: 34.0 MB

The objective of this book is to present a comprehensive and consistent overview of numerical methods for undergraduate students and professionals in the engineering field. The book can also serve as a reference for engineering professionals who have the need to use MATLAB in their applications. This is because many of the MATLAB codes, presented after introducing the basic ideas of each algorithm, can be easily modified to solve similar problems even by those who do not know what goes on inside MATLAB routines and the algorithms they use. This book can be successfully used by two types of readers. The first type are those readers who require a detailed explanation of each algorithm and its potential. These readers are interested in knowing each method in such a way that they can modify the structure and make adaptations to solve their problems. The second are those readers who want to use numerical methods generically as subroutines. Just as most users of a household appliance need only know how to operate it to perform a task, these users need only know how to formulate their problems that they want to solve using MATLAB and how to use the corresponding routines to solve them. The book uses much more code than formal mathematics. This is because we are convinced that even readers with an excellent mathematical background have trouble understanding an approach until they see the algorithm implemented in code. This fact is because the implemented code removes all ambiguities.

Название: Learning with the Minimum Description Length Principle
Автор: Kenji Yamanishi
Издательство: Springer
Год: 2023
Страниц: 352
Язык: английский
Формат: pdf (true), epub
Размер: 41.3 MB

This book introduces readers to the minimum description length (MDL) principle and its applications in learning. The MDL is a fundamental principle for inductive inference, which is used in many applications including statistical modeling, pattern recognition and Machine Learning. At its core, the MDL is based on the premise that “the shortest code length leads to the best strategy for learning anything from data.” The MDL provides a broad and unifying view of statistical inferences such as estimation, prediction and testing and, of course, Machine Learning. Specifically, let us consider Machine Learning, which aims at extracting useful knowledge from data to make effective use of it. In real-world Machine Mearning applications, the data sources and models are not sufficiently simple that an elegant theory of statistics cannot straightforwardly be applied. This book is addressed to researchers or graduate students who specialize Machine Learning, statistics, information theory, or Computer Science. Hence, readers are assumed to have background knowledge about probability theory, linear algebra, analysis, elementary statistics, basics of Machine Learning, and Computer Science.

Название: Hands-on ML Projects with OpenCV: Master computer vision and Machine Learning using OpenCV and Python
Автор: Mugesh S.
Издательство: Orange Education Pvt Ltd, AVA
Год: August 2023
Страниц: 355
Язык: английский
Формат: pdf, epub (true)
Размер: 13.3 MB

Be at your A game in building Intelligent systems by leveraging Computer vision and Machine Learning. This book is an in-depth guide that merges machine learning techniques with OpenCV, the most popular computer vision library, using Python. The book introduces fundamental concepts in Machine Learning and computer vision, progressing to practical implementation with OpenCV. Concepts related to image preprocessing, contour and thresholding techniques, motion detection and tracking are explained in a step-by-step manner using code and output snippets. Hands-on projects with real-world datasets will offer you an invaluable experience in solving OpenCV challenges with machine learning. It’s an ultimate guide to explore areas like Deep Learning, transfer learning, and model optimization, empowering readers to tackle complex tasks. Every chapter offers practical tips and tricks to build effective ML models. This book is for everyone with a basic understanding of programming and who wants to apply machine learning in computer vision using OpenCV and Python.

Название: Introduction to Algorithms & Data Structures 3: Learn Linear Data Structures with Videos & Interview Questions
Автор: Bolakale Aremu
Издательство: Ojula Technology Innovations
Год: September 2023
Страниц: 271
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

This playbook is the third volume of the series Introduction to Algorithms & Data Structures. It is written in the form of a course. It is a very comprehensive data structures and algorithms book. Most data structure books and courses are too academic and boring. They have too much math and their codes look ugly, old and disgusting! This book is bundled with tutorial videos that are fun and easy to follow along, and show you how to write beautiful code like a software engineer, not a mathematician. Mastering data structures and algorithms is essential to getting your dream job. So, don't waste your time browsing disconnected tutorials or super long, boring courses. In this volume, we use Java to teach the concepts but you can apply these concepts in any programming language. Our focus is on problem-solving, not programming languages and tools. All you need to understand the codes are some basic programming skills, which were already taught in the first and second volumes of the series. Alternatively, if you already know variables, loops, and conditional statements, you're good to go.

Название: Code is for Humans: A guide to human-centric software engineering. Part I. Theory
Автор: Zohar Jackson
Издательство: Leanpub
Год: September 15, 2023
Страниц: 141
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

To write better code and build better products we must understand why engineering and design often fail. Why is it so difficult to write bug-free code? Why do people fail to use products? And why do engineering projects go sideways? The answer to these questions lies in the shortcomings of human cognition and the nature of complexity. This book explores these topics and presents a human-centric approach to software engineering. An approach that considers and compensates for our cognitive biases, cognitive weaknesses, and the chaotic nature of the universe. The ideas presented will help you write better code, build better products, and be a more effective engineer. Their years of university Computer Science education had failed them by focusing on algorithms and the theoretical. Valuable knowledge, but not very useful in solving the problems engineers face on a daily basis. These graduates were never taught what engineering is. What are its fundamental concepts and practices?