Название: Julia for Data Science (MEAP v3)
Автор: İlker Arslan
Издательство: Manning Publications
Год: 2023
Страниц: 228
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

These hands-on projects will level-up your Julia skills for Data Science, Machine Learning, and more. Julia for Data Science tests and improves your Julia skills on the kind of tasks data scientists perform every day. These challenging projects will work out your Julia skills for importing, cleaning, manipulating, and visualizing data. As you read, you’ll learn to take advantage of Julia’s full potential, as you develop high-performance deep learning algorithms and tackle supervised and unsupervised learning. When you think “language flexibility,” think Julia. Designed to solve the “two-language problem”, Julia offers the best of both worlds: the simple and flexible syntax you need for data exploration, and the lightning-fast execution speeds demanded for production deployment. Plus, its growing ecosystem of data science libraries and ability to convert code to run on GPUs make Julia a real contender for building complex Machine Learning applications that don’t leave you waiting days to see results.

Название: Designing Deep Learning Systems: A software engineer's guide (MEAP v8)
Автор: Chi Wang, Donald Szeto
Издательство: Manning Publications
Год: 2023
Страниц: 475
Язык: английский
Формат: pdf, epub
Размер: 20.2 MB

A vital guide to building the platforms and systems that bring Deep Learning models to production. Deep learning systems are the components and infrastructure essential to supporting a Deep Learning model in a production environment. Written especially for software engineers with minimal knowledge of deep learning’s design requirements, Designing Deep Learning Systems is full of hands-on examples that will help you transfer your software development skills to creating these deep learning platforms. You’ll learn how to build automated and scalable services for core tasks like dataset management, model training/serving, and hyperparameter tuning. This book is the perfect way to step into an exciting—and lucrative—career as a Deep Learning engineer. To be practically usable, a Deep Learning model must be built into a software platform. As a software engineer, you need a deep understanding of deep learning to create such a system. This book gives you that depth.

Название: Logging in Python
Автор: Venkatesh-Prasad Ranganath
Издательство: Leanpub
Год: 2022-01-15
Язык: английский
Формат: pdf (true), epub
Размер: 12.9 MB

A breezy guide to using Python's built-in support for logging. The guide covers general concepts relevant to logging, logging APIs in Python and how to use them, and good practices, gotchas, and performance considerations associated with these APIs. Logging is an integral part of most modern apps. Almost all programming platforms provide built-in logging support with copious documentation. However, using logging APIs well takes some effort as one has to read the documentation and experiment with code samples. This guide is an attempt to reduce this effort and help developers to quickly be productive with logging API offered by Python's logging module. The guide is intended to supplement the reference documentation of Python's logging module.

Название: Квантовые вычисления и функциональное программирование
Автор: Душкин Р.В.
Издательство: ДMK
Год: 2015
Cтраниц: 232
Формат: pdf (ocr)
Размер: 11 мб
Язык: русский

В книге рассматриваются вопросы наиболее перспективного направления исследований в информационно-коммуникационных технологиях — модели квантовых вычислений. Текст построен как можно более просто — главной задачей автор поставил для себя возможность чтения книги без наличия специальных знаний по квантовой механике и другим естественным наукам, наполненным математическим анализом.

Название: Head First. Изучаем Swift
Автор: Джон Мэннинг, Пэрис Баттфилд-Эддисон
Издательство: Питер
Год: 2023
Страниц: 399
Язык: русский
Формат: pdf
Размер: 15.7 MB

Swift известен как язык разработки приложений, выбранный компанией Apple для iOS, iPadOS, macOS, watchOS и tvOS. Но этим его применение не ограничивается. Swift с открытым кодом набирает популярность как язык системного программирования и программирования на стороне сервера, его используют и в Linux, и в Windows. С чего же начать? «Head First. Изучаем Swift» охватывает все актуальные темы — от сбора и управления данными до повторного использования кода, построения нестандартных типов данных и структурирования программ и пользовательских интерфейсов в SwiftUI. Изучив Swift, вы будете готовы строить любые приложения — от мобильных и веб-приложений до игр, фреймворков, средств командной строки и многого другого.

Название: Python Programming Recipes for IoT Applications
Автор: Jivan S. Parab, Madhusudan Ganuji Lanjewar, Marlon Darius Sequeira
Издательство: Springer
Год: 2023
Страниц: 205
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The book comprehensively covers the most important applications of the Internet of Things (IoT) using Python programming on Raspberry Pi, Micropython Py Board, and NVIDIA Jetson Board. The authors have used an immersive ‘hands-on’ approach to help readers gain expertise in developing working code for real-world IoT applications. The book focuses on industry-standard embedded platforms for IoT applications. It also gives a glimpse of python programming and setup configuration of these embedded platforms. The later chapter highlights basic interface applications with Raspberry Pi. Exclusive advanced IoT applications on the Micropython Pyboard are also covered. The last two chapters deal with the NVIDIA Jetson Nano board programming for Machine Learning applications with FoG/cloud computing.

Название: Grokking Concurrency (MEAP v12)
Автор: Kirill Bobrov
Издательство: Manning Publications
Год: 2023
Страниц: 310
Язык: английский
Формат: pdf, epub
Размер: 11.2 MB

This easy-to-read, hands-on guide demystifies concurrency concepts like threading, asynchronous programming, and parallel processing in any language. Grokking Concurrency demystifies writing high-performance concurrent code through clear explanations of core concepts, interesting illustrations, insightful examples, and detailed techniques you can apply to your own projects. You’ll learn effective concurrency practices that will help you leverage multiple cores, excel with high loads, handle terabytes of data, and continue working after hardware and software failures. The core concepts in this guide will remain eternally relevant, whether you’re building web apps, IoT systems, or handling big data. Microservices, big data, real-time systems, and other performance-intensive applications can all slow your systems to a crawl. You know the solution is “concurrency.” Grokking Concurrency is a friendly guide for any developer who’s perplexed about concurrency. The book presents the most important concurrency features with examples in the accessible Python language. No matter what language you use, you’ll learn best practices for implementing concurrency.

Название: Natural Language Processing in Action, Second Edition (MEAP v9)
Автор: Hobson Lane, Maria Dyshel
Издательство: Manning Publications
Год: 2023
Страниц: 600
Язык: английский
Формат: pdf, epub
Размер: 25.9 MB

Develop your NLP skills from scratch! This revised bestseller now includes coverage of the latest Python packages, Transformers, the HuggingFace packages, and chatbot frameworks. Natural Language Processing in Action has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you’ll discover state-of-the art NLP models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. As you go, you’ll create projects that can detect fake news, filter spam, and even answer your questions, all built with Python and its ecosystem of data tools. This new edition is updated to include the latest Python packages and comes with full coverage of cutting-edge models like BERT, GPT-J and HuggingFace transformers.

Название: Build a Frontend Web Framework (From Scratch) (MEAP v5)
Автор: Angel Sola Orbaiceta
Издательство: Manning Publications
Год: 2023
Страниц: 342
Язык: английский
Формат: pdf, epub
Размер: 22.8 MB

Learn how a frontend web framework works by coding your own! In Build a Frontend Web Framework (From Scratch), you’ll learn the secrets behind frameworks like React, Vue, and Angular. Frontend frameworks are essential for creating websites, UIs, and intuitive apps. While it’s tempting to treat a framework like a black box, they’re not magic. Build a Frontend Web Framework (From Scratch) shows you how to build your own framework from basic jаvascript, HTML, and CSS. Once you learn how frameworks function, you’ll be able to work with them more efficiently, troubleshoot bugs more effectively, and even customize them for your specific needs. Frontend web frameworks like React, Vue, or Svelte are an essential part of almost any web application stack.

Название: Kubernetes in Action, 2nd Edition (MEAP v15)
Автор: Marko Luksa
Издательство: Manning Publications
Год: 2023
Страниц: 823
Язык: английский
Формат: pdf, epub
Размер: 25.8 MB

Kubernetes is an essential tool for anyone deploying and managing cloud-native applications. Kubernetes in Action, Second Edition is a fully-updated and comprehensive guide to developing and running applications in a Kubernetes environment. It lays out a complete introduction to container technologies and containerized applications along with practical tips for efficient deployment and operation. This revised edition of the bestselling original contains new coverage of the Kubernetes architecture, including the Kubernetes API, and a deep dive into managing a Kubernetes cluster in production. Written for intermediate software developers with little or no familiarity with Docker or container orchestration systems.