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 Название: Mastering Perl: A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2024
Страниц: 313
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
Mastering Perl helps readers to learn the Perl programming language with real-world examples. High-level, interpreted, and multipurpose, Perl’s roots are in text manipulation. It is used for UI development in system administration, networking, and other fields, borrowing heavily from C and Shell scripts. Among programmers, Perl is also known as "Pathologically Eclectic Rubbish Lister" or "Practically Everything Really Likable." Since Perl’s inception, it has mostly been used for text processing, namely the extraction of data from text files and its subsequent transformation into other formats. In addition to being interoperable with HTML, XML, and other markup languages, Perl provides cross-platform compatibility. It is Open Source, meaning it is free to use and licensed under both the Artistic and GNU General Public Licenses (GPL). | |
Разместил: Ingvar16 14-07-2023, 21:35 | Комментарии: 0 | Подробнее
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 Название: Quick Java
Автор: David Matuszek
Издательство: CRC Press
Год: 2024
Страниц: 235
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
"We’ll be doing this next project in Java." Unfortunately, you’re a C++ programmer, or maybe a Python programmer. How are you going to get up to speed in a hurry? There are lots of Java books for beginners, telling you all about what a computer is and how it represents everything in bits. You don’t need that. At the other extreme, there are thousand-page tomes that you aren’t going to get through in a few days, if ever. You need something in-between. This book is intended to fill that gap. It’s written for the programmer who doesn’t need to be taught how to program, just how to do it in Java―and who needs to get started in a hurry. Java is covered from the inside out. First, all the things that go inside a class, most of which are practically identical to C++. After that, all the various and complicated kinds of classes and interfaces and how they relate to each other in large-scale programs. Testing is essential, so (unlike most Java books) JUnit is covered in detail. Then, in case you need to go in that direction, some functional programming, a little about parallel programming, and more than enough to get you started in building GUIs (graphical user interfaces) and doing animation. | |
Разместил: Ingvar16 14-07-2023, 21:11 | Комментарии: 0 | Подробнее
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 Название: Making "Hidden Objects" Browser Games: Creating "Find-the-Difference" Game Mechanics for Phaser.js Gaming Frameworks v3.x.x & v2.x.x
Автор: Stephen Gose
Издательство: Leanpub
Год: 2021-12-02
Страниц: 163
Язык: английский
Формат: pdf (true), epub
Размер: 12.0 MB
This workbook is intended to be a hands-on guide for HTML5 front-end game development with an emphasis on the Phaser jаvascript Gaming Framework — either v2.x.x or III. Yet, our game product and project management could apply to any game development framework! It’s not exclusive to the Phaser JS Gaming Framework. Expert game developers understand the “Don’t Repeat Yourself” (D.R.Y.) concept, yet few have taken a step back to the “10,000-foot view” on their game production pipelines. We’ll do that aerial view in this book as we follow this game’s development process and then “nose dive head-first” directly into Phaser Gaming Framework v2.x.x and III. I believe you will be surprised how quickly and easily we can build games using this Game Design System™ with its Game Recipes tools. This book will not teach you HTML5, CSS nor jаvascript programming fundamentals, game design allegedly “best practices”, nor software encoding syntax. (see Appendix: “JS OLOO for Modern Game Development Method”) I assume you (the reader) already knows these technologies. This workbook does provide simple-to-follow worksheets, step-by-step instructions, and a straightforward approach to building a specific game genre from component prototypes using the Game Design System methods discussed in the Headless HTML5 Game Design, Phaser Game Design, and Phaser Game Prototyping Workbooks. | |
Разместил: Ingvar16 14-07-2023, 19:26 | Комментарии: 0 | Подробнее
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 Название: Machine Learning For Concrete Compressive Strength Analysis And Prediction With Python, Second Edition
Автор: Vivian Siahaan, Rismon Sianipar
Издательство: Balige Publishing
Год: July 2023
Страниц: 245
Язык: английский
Формат: epub (true)
Размер: 19.7 MB
Welcome to "Machine Learning for Concrete Compressive Strength Analysis and Prediction with Python." In this book, we will explore the fascinating field of applying machine learning techniques to analyze and predict the compressive strength of concrete. First, we will dive into the dataset, which includes various features related to concrete mix proportions, age, and other influential factors. We will explore the dataset's structure, dimensions, and feature types, ensuring that we have a solid understanding of the data we are working with. Then, we will focus on data exploration and visualization. We will utilize histograms, box plots, and scatter plots to gain insights into the distribution of features and their relationships with the target variable, enabling us to uncover valuable patterns and trends within the dataset. Before delving into machine learning algorithms, we must preprocess the data. We will handle missing values, encode categorical variables, and scale numerical features to ensure that our data is in the optimal format for training and testing our models. Then, we will explore popular algorithms such as Linear Regression, Decision Trees, Random Forests, Support Vector, Naïve Bayes, K-Nearest Neighbors, Adaboost, Gradient Boosting, Extreme Gradient Boosting, Light Gradient Boosting, Catboost, and Multi-Layer Perceptron regression algorithms and use them to predict the concrete compressive strength accurately. | |
Разместил: Ingvar16 14-07-2023, 16:49 | Комментарии: 0 | Подробнее
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 Название: Time-Series Weather: Forecasting And Prediction With Python
Автор: Vivian Siahaan, Rismon Sianipar
Издательство: Balige Publishing
Год: July 2023
Страниц: 246
Язык: английский
Формат: epub (true)
Размер: 15.8 MB
In this project, we embarked on a journey of exploring time-series weather data and performing forecasting and prediction using Python. The objective was to gain insights into the dataset, visualize feature distributions, analyze year-wise and month-wise patterns, apply ARIMA regression to forecast temperature, and utilize machine learning models to predict weather conditions. Let's delve into each step of the process. To begin, we started by exploring the dataset, which contained historical weather data. We examined the structure and content of the dataset to understand its variables, such as temperature, humidity, wind speed, and weather conditions. Understanding the dataset is crucial for effective analysis and modeling. Next, we visualized the distributions of different features. By creating histograms, box plots, and density plots, we gained insights into the range, central tendency, and variability of the variables. These visualizations allowed us to identify any outliers, skewed distributions, or patterns within the data. In conclusion, this project demonstrated the power of Python in time-series weather forecasting and prediction. Through data exploration, visualization, regression analysis, and Machine Learning modeling, we obtained valuable insights and accurate predictions regarding temperature and weather conditions. This knowledge can be applied in various domains such as agriculture, transportation, and urban planning, enabling better decision-making based on weather forecasts. | |
Разместил: Ingvar16 14-07-2023, 15:46 | Комментарии: 0 | Подробнее
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 Название: Default Loan Prediction Based On Customer Behavior Using Machine Learning And Deep Learning With Python, Second Edition
Автор: Vivian Siahaan, Rismon Sianipar
Издательство: Balige Publishing
Год: July 2023
Страниц: 337
Язык: английский
Формат: epub (true)
Размер: 10.2 MB
In this project, we aim to predict the risk of defaulting on a loan based on customer behavior using Machine Learning and Deep Learning techniques. We start by exploring the dataset and understanding its structure and contents. The dataset contains various features related to customer behavior, such as credit history, income, employment status, loan amount, and more. We analyze the distribution of these features to gain insights into their characteristics and potential impact on loan default. Next, we preprocess the data by handling missing values, encoding categorical variables, and normalizing numerical features. This ensures that the data is in a suitable format for training Machine Learning models. After evaluating the performance of these Machine Learning models, we turn our attention to Deep Learning techniques. We design and train an Artificial Neural Network (ANN) to predict the risk flag for loan default. The ANN consists of multiple layers of interconnected neurons that learn hierarchical representations of the input features. | |
Разместил: Ingvar16 14-07-2023, 14:21 | Комментарии: 0 | Подробнее
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Название: Python: большая книга примеров
Автор: Марченко А.Л.
Издательство: М.: Издательство Московского университета
Год: 2023
Формат: pdf
Страниц: 361
Размер: 12 mb
Язык: Русский
Большая книга примеров основывается на описании языка программирования Python и множества материалов из различных интернет-источников. Основное предназначение книги — формирование представления о языке на основе его описания и примеров его применения. Книга может быть использована в качестве учебного пособия. | |
Разместил: na5ballov 14-07-2023, 09:26 | Комментарии: 0 | Подробнее
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 Название: Learning Patterns: Patterns for building powerful web apps with vanilla jаvascript and React (2022 Update)
Автор: Lydia Hallie, Addy Osman
Издательство: Leanpub
Год: 2022-01-28
Страниц: 436
Язык: английский
Формат: pdf (true)
Размер: 97.4 MB
In this book, you will learn design patterns, performance and rendering patterns for building high-quality web applications using modern jаvascript and React. Patterns are time-tested templates for writing code. They can be really powerful, whether you're a seasoned developer or beginner, bringing a valuable level of resilience and flexibility to your codebase. Whether it's better user-experience, developer-experience or just smarter architecture, the patterns in “Learning Patterns” can be a valuable consideration for any modern web application. Design patterns are a fundamental part of software development, as they provide typical solutions to commonly recurring problems in software design. Rather than providing specific pieces of software, design patterns are merely concepts that can be used to handle recurring themes in an optimized way. Over the past couple of years, the web development ecosystem has changed rapidly. Whereas some well-known design patterns may simply not be as valuable as they used to be, others have evolved to solve modern problems with the latest technologies. | |
Разместил: Ingvar16 14-07-2023, 05:00 | Комментарии: 0 | Подробнее
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 Название: Angular from Scratch: A friendly guide for absolute beginners
Автор: Ajdin Imsirovic
Издательство: Leanpub
Год: 2021-10-09
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB
In this no-fluff book, we pick apart the building blocks of Angular in the first two chapters, giving you the skills to dive straight into building apps in Angular 2+. Every step is explained and each concept is covered so it's easy to understand what is happening and why. Complex. That's a one-word description of Angular for a beginner. If you're met with the framework for the first time, you likely need it for work. It's also likely that you're pressed for time, and can't afford the luxury of spending days and days researching, reading difficult documentation, or trying to wrap your head around many Angular concepts. Angular is a grouping of organized, pre-built code, that helps us build websites in a specific, streamlined manner. It’s a way to control the complexity of building a website - a tool we can wield to tame our web development processes. Of course, it’s not the only tool that we can use. There are many others, like: Vue, React, jQuery, Ember, Alpine.js, Svelte, etc. Angular is a mature and stable framework that offers a lot out-of-the-box. While the learning curve might be a bit steep, it offers great DX (developer experience) and a way to streamline your team’s work. | |
Разместил: Ingvar16 14-07-2023, 03:50 | Комментарии: 0 | Подробнее
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 Название: Cost-Effective Data Pipelines: Balancing Trade-Offs When Developing Pipelines in the Cloud (Final Release)
Автор: Sev Leonard
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 286
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB
The low cost of getting started with cloud services can easily evolve into a significant expense down the road. That's challenging for teams developing data pipelines, particularly when rapid changes in technology and workload require a constant cycle of redesign. How do you deliver scalable, highly available products while keeping costs in check? With this practical guide, author Sev Leonard provides a holistic approach to designing scalable data pipelines in the cloud. Intermediate data engineers, software developers, and architects will learn how to navigate cost/performance trade-offs and how to choose and configure compute and storage. You'll also pick up best practices for code development, testing, and monitoring. When working with Spark, the Spark UI provides additional diagnostic information regarding executor load, how well balanced (or not) your computation is across executors, shuffles, spill, and query plans, showing you how Spark is running your query. This information can help you tune Spark settings, data partitioning, and data transformation code. | |
Разместил: Ingvar16 14-07-2023, 01:56 | Комментарии: 0 | Подробнее
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