Название: Software Engineering for Data Scientists (MEAP v3)
Автор: Andrew Treadway
Издательство: Manning Publications
Год: 2023
Страниц: 319
Язык: английский
Формат: pdf, epub
Размер: 16.8 MB

These easy to learn and apply software engineering techniques will radically improve collaboration, scaling, and deployment in your data science projects. Software Engineering for Data Scientists presents important software engineering principles that will radically improve the performance and efficiency of Data Science projects. Author and Meta data scientist Andrew Treadway has spent over a decade guiding models and pipelines to production. This practical handbook is full of his sage advice that will change the way you structure your code, monitor model performance, and work effectively with the software engineering teams. Part 4 will teach you how to effectively monitor your code in production. This is especially relevant when you deploy a Machine Learning model to make predictions on a recurring or automated basis. We’ll cover logging, automated reporting, and how to build dashboards with Python.

Название: ChatGPT Chrome Extension Playbook
Автор: Cindy Donovan
Издательство: SociGem
Год: 2023
Язык: английский
Формат: pdf
Размер: 17.9 MB

This is an essential trick all ChatGPT users should know – if they want to make steady residual income. ChatGPT Chrome Extension Builder turns ChatGPT into your very own, free-to-use, software developer. The best part is, you don’t need to know anything about coding or software for that matter. Just plug our simple, yet highly effective copy-and-paste prompts into ChatGPT and watch as it researches, creates ideas & even writes the code in real-time… Google Chrome extensions are software applications developed using web technologies like HTML, CSS, and jаvascript. They empower users to personalize their browsing experience in Chrome. They are small add-on features and applications that can enhance a user's experience. They allow users to customize and personalize the way Google Chrome operates to match their preferences and work style, thereby increasing productivity.

Название: Tidyverse Skills for Data Science in R
Автор: Carrie Wright, Shannon Ellis, Stephanie Hicks, Roger D. Peng
Издательство: Leanpub
Год: 2021-09-03
Страниц: 780
Язык: английский
Формат: pdf (true)
Размер: 30.3 MB

Develop insights from data with tidy tools. Import, wrangle, visualize, and model data with the Tidyverse R packages. This book is intended for data scientists with some familiarity with the R programming language who are seeking to do Data Science using the Tidyverse family of packages. Through 5 chapters, you will cover importing, wrangling, visualizing, and modeling data using the powerful Tidyverse packages, including the new Tidymodels framework. The Tidyverse packages provide a simple but powerful approach to Data Science which scales from the most basic analyses to massive data deployments. This book covers the entire life cycle of a Data Science project and presents specific tidy tools for each stage. This course introduces a powerful set of Data Science tools known as the Tidyverse. The Tidyverse has revolutionized the way in which data scientists do almost every aspect of their job. We will cover the simple idea of “tidy data” and how this idea serves to organize data for analysis and modeling.

Название: D3 Tips and Tricks v7.x: Interactive Data Visualization in a Web Browser
Автор: Malcolm Maclean
Издательство: Leanpub
Год: 2021-06-20
Страниц: 411
Язык: английский
Формат: pdf (true), epub
Размер: 27.1 MB

Tips and tricks for using D3.js (version 7), one of the leading data visualization tools for the web. It's aimed at getting you started and moving you forward. D3.js can help you make data beautiful. D3 Tips and Tricks is a book written to help those who may be unfamiliar with jаvascript or web page creation get started turning information into visualization. D3.js (hereafter abridged as D3) is “a jаvascript library for manipulating documents based on data”. But that description doesn’t do it justice. D3 is all about helping you to take information and make it more accessible to others via a web browser. It’s a jаvascript library. That means that it’s a software tool that can be used in conjunction with other software tools to achieve a task. Those other tools are based on web standards such as HTML, SVG and CSS but we don’t need to know too much about them to start using D3 (although it will help :-)). It’s an open framework, which means that there are no hidden mysteries about how it does its magic and it allows others to contribute to a constant cycle of improvement.

Автор: Бойко А. Б.
Название: Игры с микрокалькулятором. Новое в жизни, науке, технике
Издательство: М:, Знание
Год: 1987
Страниц: 48
Формат: DJVU, PDF
Размер: 10 МБ
Брошюра, содержащая пятнадцать игровых программ для одного из самых массовых отечественных программируемых микрокалькуляторов «Электроника Б3-34», поможет не только увлекательно провести время. Внимательный читатель найдет на ее страницах немало интересных приемов программирования. Алгоритмы и комментарии к программам помогут разобраться в их структуре и самостоятельно составить программу игры для микро-ЭВМ «Электроника МК-85», «Микроша», «Электроника БК-0010» и др...

Название: Machine Learning Interviews (Second Early Release)
Автор: Susan Shu Chang
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 108
Язык: английский
Формат: epub
Размер: 17.0 MB

As tech products become more prevalent today, the demand for Machine Learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process. Having served as principal data scientist in several companies, Chang has considerable experience as both ML interviewer and interviewee. She'll take you through the highly selective recruitment process by sharing hard-won lessons she learned along the way. You'll quickly understand how to successfully navigate your way through typical ML interviews.

Название: Алгоритмы. С примерами на Python
Автор: Джордж Хайнеман
Издательство: Питер
Год: 2023
Страниц: 302
Язык: русский
Формат: pdf
Размер: 33,1 MB

Когда нужно, чтобы программа работала быстро и занимала поменьше памяти, профессионального программиста выручают знание алгоритмов и практика их применения. Эта книга - как раз про практику. Ее автор, Джордж Хайнеман, предлагает краткое, но четкое и последовательное описание основных алгоритмов, которые можно эффективно использовать в большинстве языков программирования. О том, какими методами решаются различные вычислительные задачи, стоит знать и разработчикам, и тестировщикам, и интеграторам. Алгоритм - основа computer science и сущность нынешней информационной эпохи. Алгоритмы движут поисковыми системами, которые ежедневно отвечают за миллиарды запросов, и позволяют безопасно передавать данные по всему Интернету. Алгоритмы все чаще оказываются нужны пользователям самых различных областей - от целевой рекламы до онлайн-ценников. В этой книге в доступной форме описаны алгоритмы, которые сразу же можно применять для улучшения эффективности программ. Все алгоритмы написаны на Python, одном из самых популярных и интуитивно понятном языке программирования, которым пользуются в самых различных сферах.

Название: Tiny PowerShell Projects (MEAP v6)
Автор: Bill Burns
Издательство: Manning Publications
Год: 2023
Страниц: 276
Язык: английский
Формат: pdf, epub
Размер: 34.2 MB

PowerShell can automate almost any IT task. This book guides you through 17 practical PowerShell projects that will build your skills and save you hours—or even days—of work. Tiny PowerShell Projects guides you through 17 practical projects designed to help you master the fundamentals of system administration with PowerShell. You’ll create handy scripts and build reusable tools that are easy to write and easy to put into action—even if you have no programming experience! You’ll create scripts you can use straight out of the box, and you’ll also learn how to adapt your code to add new features. By the time you finish, you’ll be confident using PowerShell to solve your own unique problems. PowerShell is a powerful scripting language for Windows, Mac and Linux. It’s perfect for automating any system administration task. With PowerShell, you can perform tedious multi-step tasks right from the command line and save your work as scripts you’ll be able to use over and over. And because it’s a full-featured programming language, you can build tools that you can share with other users.

Название: Learning Recursion
Автор: Alvin Alexander
Издательство: Independently published
Год: 2023
Страниц: 115
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

In this book, Alvin Alexander brings his well-known, simple teaching style to the topic of recursion, also known as recursive programming. In the book you’ll learn how to write functions that call themselves. He covers the basics of recursion, and then covers the important topic of tail recursion. The source code examples are written with the Scala 3 programming language, but he doesn’t use any special Scala techniques, so the code should be readable if you know other languages like C, C#, Java, Kotlin, Python, etc.

Название: Akka in Action, Second Edition (MEAP v13)
Автор: Francisco Lopez-Sancho
Издательство: Manning Publications
Год: 2023
Страниц: 524
Язык: английский
Формат: pdf, epub
Размер: 15.4 MB

Use Akka to solve the big problems of distributed systems—from multithreading and concurrency, to handling scalability and failure. Akka in Action, Second Edition is a practical guide to building message-oriented systems with Akka. Extensively revised by Akka contributor and consultant Francisco Lopez-Sancho, this upgraded second edition comes with new coverage of Akka typed, microservices architecture, and more. You’ll learn how to build with Akka actors and why they’re the perfect solution for distributed systems. Driven by practical examples, this book is the perfect guide to creating elastic, resilient, and reactive software with Akka.