Название: Scientific Python Lectures, 2023 Edition
Автор: Gael Varoquaux, Emmanuelle Gouillart
Издательство: Creative Commons
Год: 2023
Страниц: 696
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB

Tutorials on the scientific Python ecosystem: a quick introduction to central tools and techniques. The different chapters each correspond to a 1 to 2 hours course with increasing level of expertise, from beginner to expert. Unlike Matlab, or R, Python does not come with a pre-bundled set of modules for scientific computing. Below are the basic building blocks that can be combined to obtain a scientific computing environment: Python, a generic and modern computing language: • The language: flow control, data types (string, int), data collections (lists, dictionaries), etc.; • Modules of the standard library: string processing, file management, simple network protocols; • A large number of specialized modules or applications written in Python: web framework, etc.; • Development tools (automatic testing, documentation generation).

Название: Matplotlib for Storytellers: Python Data Visualization
Автор: Alexander Clark
Издательство: Leanpub
Год: July 22, 2023
Страниц: 193
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book is written for frustrated and reluctant Matplotlib users who care about crafting good data visuals. Matplotlib can be a blank canvas, offering more room for customization than you might find in Microsoft Excel, and offers the advantages of reproducibility and automation that come from working with Python. Still, becoming comfortable with matplotlib requires a lot of patience. I wrote this book to help make that easier and put some essentials in one place. This book itself doesn't show you how to make particular chart types. The idea is you already have a bar chart, line plot, histogram, etc, but that it's ugly. The book helps you figure out how to beautify your charts and helps make those steps seem less mysterious.

Название: Coding and Programming Tricks & Tips - 16th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 44.7 MB

Coding and Programming Tricks & Tips is the perfect digital publication for the user that wants to take their skill set to the next level. Do you want to enhance your user experience? Or wish to gain insider knowledge? Do you want to learn directly from experts in their field? Learn the numerous short cuts that the professionals use? Over the pages of this new advanced user guide you will learn everything you will need to know to become a more confident, better skilled and experienced owner. A user that will make the absolute most of their software and ultimately their coding skills themselves. An achievment you can earn by simply enabling us to exclusively help and teach the abilities we have gained over our decades of experience.

Название: Python для Excel
Автор(ы): Зумштейн Ф.
Издательство: БХВ-Петербург
Год: 2023
Страниц: 326
Формат: PDF
Размер: 13 Мб
Язык: русский

Книга посвящена автоматизации Excel с помощью языка программирования Python. Описаны дистрибутив Anaconda Python и современные средства разработки, такие как менеджеры пакетов Conda и pip, блокноты Jupyter и Visual Studio Code. Даны необходимые основы языка Python и введение в анализ данных с помощью библиотеки pandas.

Название: Machine Learning-Based Modelling in Atomic Layer Deposition Processes
Автор: Oluwatobi Adeleke, Tien-Chien Jen, Sina Karimzadeh
Издательство: CRC Press
Год: 2024
Страниц: 377
Язык: английский
Формат: pdf (true)
Размер: 40.2 MB

While thin film technology has benefited greatly from artificial intelligence (AI) and machine learning (ML) techniques, there is still much to be learned from a full-scale exploration of these technologies in atomic layer deposition (ALD). This book provides in-depth information regarding the application of ML-based modeling techniques in thin film technology as a standalone approach and integrated with the classical simulation and modeling methods. It is the first of its kind to present detailed information regarding approaches in ML-based modeling, optimization, and prediction of the behaviors and characteristics of ALD for improved process quality control and discovery of new materials. As such, this book fills significant knowledge gaps in the existing resources as it provides extensive information on ML and its applications in film thin technology. Explores the application of key techniques in ML, such as predictive analysis, classification techniques, feature engineering, image processing capability, and microstructural analysis of Deep Learning algorithms and generative model benefits in ALD.

Название: Introduction to NFL Analytics with R
Автор: Bradley J. Congelio
Издательство: CRC Press
Серия: Chapman & Hall/CRC Data Science Series
Год: 2024
Страниц: 383
Язык: английский
Формат: pdf (true)
Размер: 33.6 MB

It has become difficult to ignore the analytics movement within the NFL. An increasing number of coaches openly integrate advanced numbers into their game plans, and commentators, throughout broadcasts, regularly use terms such as air yards, CPOE, and EPA on a casual basis. This rapid growth, combined with an increasing accessibility to NFL data, has helped create a burgeoning amateur analytics movement, highlighted by the NFL’s annual Big Data Bowl. Because learning a coding language can be a difficult enough endeavor, Introduction to NFL Analytics with R is purposefully written in a more informal format than readers of similar books may be accustomed to, opting to provide step-by-step instructions in a structured, jargon-free manner. The book is written for novices of R programming all the way to more experienced coders, as well as audiences with differing expected outcomes.

Название: Optimizing Cloud Native Java: Practical Techniques for Improving JVM Application Performance, 2nd Edition (Early Release)
Автор: Ben Evans, James Gough
Издательство: O’Reilly Media, Inc.
Год: 2023-11-03
Страниц: 117
Язык: английский
Формат: pdf, epub
Размер: 10.08 MB

Performance tuning is an experimental science, but that doesn't mean engineers should resort to guesswork and folklore to get the job done. Yet that's often the case. With this practical book, intermediate to advanced Java technologists working with complex platforms will learn how to tune Java cloud applications for performance using a quantitative, verifiable, and repeatable approach. In response to the ubiquity of cloud computing, this updated edition of Optimizing Cloud Native Java addresses topics that are key to high performance of Java applications in the cloud. Many resources on performance tend to focus on the theory and internals of Java virtual machines, but this book discusses the low-level technical aspects within the context of performance-tuning practicalities and examines a wide range of aspects.

Название: Android Studio Giraffe Essentials - Kotlin Edition: Developing Android Apps Using Android Studio 2022.3.1 and Kotlin
Автор: Neil Smyth
Издательство: Payload Media
Год: 2023
Страниц: 814
Язык: английский
Формат: PDF (True/Retail), ePub (True)
Размер: 62.6 MB, 54.8 MB

Fully updated for Android Studio Giraffe and the new UI, this book teaches you how to develop Android-based applications using the Kotlin programming language. This book begins with the basics and outlines how to set up an Android development and testing environment, followed by an introduction to programming in Kotlin, including data types, control flow, functions, lambdas, and object-oriented programming. Asynchronous programming using Kotlin coroutines and flow is also covered in detail. Chapters also cover the Android Architecture Components, including view models, lifecycle management, Room database access, the Database Inspector, app navigation, live data, and data binding. More advanced topics such as intents are also covered, as are touch screen handling, gesture recognition, and the recording and playback of audio. This book edition also covers printing, transitions, and foldable device support. The concepts of material design are also covered in detail, including the use of floating action buttons, Snackbars, tabbed interfaces, card views, navigation drawers, and collapsing toolbars.

Название: Programming with Rust (Early Release)
Автор: Donis Marshalls
Издательство: Pearson
Год: 2023
Страниц: 418
Язык: английский
Формат: pdf, epub, mobi
Размер: 11.5 MB

Rust’s exciting innovations have made it the most loved programming language in Stack Overflow’s influential survey for five straight yearsbut its steep learning curve has made many other developers reluctant to dive in. Now, with a growing commitment to Rust from many of the world’s leading development organizations, it’s the perfect time to startespecially now that there’s an up-to-date, accessible, example-rich book to guide you. Long-time enterprise developer Donis Marshall has made Rust easier to understand than ever, with a guide expertly organized into short, bite-sized chapters and supported with focused video tutorials that bring you up-to-speed fast. Writing for developers at all levels, Marshall starts with the absolute basics, and thoroughly demystifies the Rust technical advances that make it so attractive for next-generation development.

Название: Ransomware: Penetration Testing and Contingency Planning
Автор: Ravindra Das
Издательство: CRC Press
Год: 2023
Формат: PDF
Размер: 10 Мб
Язык: английский / English

Ransomware is a threat variant that has existed for a very long time, contrary to popular belief. Today, ransomware attacks have become much more covert and stealthier than when they first came out. In this book, the author provides an overview of ransomware and the timeline of its evolution. The author also discusses famous ransomware attacks that have occurred, with a special focus on SolarWinds and critical infrastructure before taking a deep dive into penetration testing and how it can be used to mitigate the risks of a ransomware attack from happening. The author also covers incident response, disaster recovery, and business continuity planning. We even look at an appropriate data backup plan as well.