Litgu.ru - Литературный Гуру

Название: Sutskever's List: Foundational ideas of modern AI (MEAP 2)
Автор: Richard Heimann
Издательство: Manning Publications
Год: 2025
Страниц: 108
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

AI is transforming the world faster than we could have imagined. But how did we get here? AI guru Ilya Sutskever made the bold claim that most of what you need to know about modern AI is captured in 30 seminal research papers on Deep Learning. What did Ilya see? Read through Sutskever’s List and you’ll uncover the breakthroughs, ideas, and mental models that shaped his vision and much more, all clearly explained and interpreted by veteran author and teacher Richard Heimann. You’ll discover: - The technical breakthroughs that have shaped AI strategy, safety, and cultural shifts; - How to decode landmark AI papers—from AlexNet to Transformers; - Engineering patterns and design choices that scale from research to real-world systems; - Evaluating the strengths and limits of deep learning without falling for hype or cynicism; - Applying Sutskever’s mental models to forecast and navigate future AI trends. For anyone interested in modern AI and Deep Learning.

Название: Data-Oriented Programming in Java (MEAP 10)
Автор: Chris Kiehl
Издательство: Manning Publications
Год: 2025
Страниц: 386
Язык: английский
Формат: pdf, epub
Размер: 19.8 MB

Data-Oriented Programming in Java teaches you how to use immutable strongly typed data effectively and take full advantage of the modern data-oriented features built into the Java language. This book is about data. What it is, how to think about it, how to model it, how to represent it in our code, and all the good things that happen when we do. Programs that are organized around the data that they manage tend to be simpler, smaller, and, most importantly, significantly easier to understand. We’re going to learn how to model data “as data” using Java. Meaning data on its own, as ordinary values, independent of any class, operation, or behavior. We’ll still use those things throughout our programs, but at the heart of everything will be data, and its representation independent of any other code. Data Orientation is not some new paradigm here to beat up all other paradigms and take their lunch. If you like object orientation, functional programming, or any other paradigm, a little touch of data-orientation will make you better at those styles of programming! Data Orientation is about the data, not the specific tools. For intermediate Java programmers.

Название: Keras 3: The Comprehensive Guide to Deep Learning with the Keras API and Python
Автор: Mohammad Nauman
Издательство: Rheinwerk Publishing
Год: 2026
Страниц: 632
Язык: английский
Формат: pdf (true), epub (true) +Code
Размер: 45.4 MB

Harness the power of AI with this guide to using Keras! Start by reviewing the fundamentals of Deep Learning and installing the Keras API. Next, follow Python code examples to build your own models, and then train them using classification, gradient descent, and regularization. Design large-scale, multilayer models and improve their decision making with reinforcement learning. With tips for creating generative AI models, this is your cutting-edge resource for working with Deep Learning! Keras code is remarkably dense and concise. You can create extremely complex models, train them on large datasets, and evaluate their performance using only tens of lines of code, not hundreds. Some smaller pipelines require fewer than 30 lines to implement complete end-to-end solutions. This conciseness represents both Keras’s greatest strength and its potential challenge for newcomers. The density of Keras code means that each line often encapsulates sophisticated Deep Learning concepts and operations.

Название: Python Workout, Second Edition (MEAP 5)
Автор: Reuven M. Lerner
Издательство: Manning Publications
Год: 2025
Страниц: 327
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Practice makes perfect Python! The only way to master a skill is practice, practice, practice. That’s exactly what you’ll do in Python Workout, Second Edition! In this instantly-valuable book you’ll work through 50 carefully selected exercises that flex your programming muscles. This revised new edition covers the latest version of Python and adds updated content and diagrams. In Python Workout, Second Edition you’ll find 50 exercises, including: - Working with text using strings; - Mastering dictionaries and sets; - Reading, writing, and manipulating files; - Functional programming with comprehensions; - Python modules and packages; - Creating iterable objects. To become a champion Python programmer you need to build mental muscle by putting your hands on the keyboard. Each carefully selected exercise in this unique book adds to your Python prowess—one important skill at a time. You’ll practice core Python language features and techniques that reinforce the programming patterns you’ll use every day and build the skills you need to troubleshoot your programs. For readers with basic Python knowledge.

Название: Использование приложения MS Excel для моделирования различных задач
Автор: Кильдишов В.Д.
Издательство: СОЛОН-Пресс
Год: 2019
Cтраниц: 156
Формат: pdf
Размер: 32 мб
Язык: русский

Книга является практическим руководством по моделированию задач с использованием приложения MS Excel. Книга предназначена для школьников, студентов и преподавателей, которые хотят быть знакомы с MS Excel «на Вы», а также научиться моделированию, разработке моделей, алгоритмов и программ. Прочитав эту книгу, Вы научитесь использовать возможности MS Excel, о которых ранее не знали.

Название: Fabulous Adventures in Data Structures and Algorithms (MEAP 1)
Автор: Eric Lippert
Издательство: Manning Publications
Год: 2025
Страниц: 231
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Author Eric Lippert introduces fabulous solutions using uncommon algorithms and data structures. There’s a lot more to algorithms than the useful-but-boring recipes you recite for every interview. This unique book introduces a collection of amazing algorithms that have the potential to change the way you program. Fabulous Adventures in Data Structures and Algorithms teaches you how to solve programming challenges with lesser-known algorithmic approaches. You’ll begin by examining immutable data structures—stacks, queues, deques, and unusual constructions like Hughes lists—that take on conventional assumptions about performance. Next, you’ll investigate algorithms drawn from building developer tools, from backtracking search in graph coloring, to unification and anti-unification. Finally, you’ll venture into randomness, developing data structures and algorithms for discrete and continuous distributions, sequence operations on probability distributions, and Bayesian reasoning. For working programmers who know C#, Java, Python, or similar object-oriented language. Examples in C#.

Название: Паттерны объектно-ориентированного проектирования
Автор: Ральф Джонсон, Эрих Гамма, Ричард Хелм, Джон Влиссидес
Издательство: Питер
Год: 2021
Cтраниц: 448
Формат: pdf
Размер: 38 мб
Язык: русский

Юбилейное издание легендарной книги Банды четырех.
Больше 25 лет прошло с момента выхода первого тиража книги Design Patterns. За это время книга из популярной превратилась в культовую. Во всем мире ее рекомендуют прочитать каждому, кто хочет связать жизнь с информационными технологиями и программированием. «Русский» язык, на котором разговаривают айтишники, поменялся, многие англоязычные термины стали привычными, паттерны вошли в нашу жизнь. Перед вами юбилейное издание с обновленным переводом книги, ставшей must-read для каждого программиста.

Название: Practical PHP APIs with Symfony: A Step-by-Step Guide for Building Operation-Oriented APIs
Автор: Nacho Colomina Torregrosa
Издательство: Apress
Год: 2025
Страниц: 170
Язык: английский
Формат: pdf (true), epub (true), mobi
Размер: 10.1 MB

Ever wanted to construct a robust and efficient API architecture that revolves around operations? This focused pocket guide takes you through that process step-by-step, providing you with the knowledge to build an operation-oriented API using the PHP programming with the Symfony framework. Practical PHP APIs with Symfony is designed to provide you with a comprehensive understanding of how to create a single API endpoint that embraces the concept of operations. We will utilize the robust features of Symfony to build an environment where operations are the focal point of our API design. This focused guide assumes a certain understanding of the Symfony framework and is not intended as an introductory text to the topic. With this in mind, we will cover essential Symfony topics such as dependency injection features, security authentication and background operations with Symfony Messenger, all with the aim to get you up and running with operation-oriented APIs as quickly and easily as possible. For developers and software engineers with prior knowledge andunderstanding of the Symfony framework who wish to deepen their knowledge in building operation-oriented APIs, as well as those who are looking to know more about API design.

Название: Delegates, Events and Lambda Expressions in C#: A Hands-on Guide With Examples, Q&A and Exercises
Автор: Vaskaran Sarcar
Издательство: Apress
Год: 2025
Страниц: 145
Язык: английский
Формат: pdf (true), epub (true), mobi
Размер: 10.1 MB

Among the many features that make C# a powerful and versatile language, delegates, events, and lambda expressions stand out for their innovation and practical impact. This pocketbook will guide you to learn these core elements, offering a beginner-friendly yet thorough exploration through clear explanations, real-world code examples, Q&A sessions, and hands-on exercises. Diving into functional programming using delegates, implementing the observer design pattern with events, or streamlining your code with lambda expressions, this book helps you understand not just how these features work, but why they matter. You’ll learn how they interrelate and how they're used in modern C# development, including their role in LINQ and event-driven programming. Ideal for developers looking to sharpen their skills and gain confidence, this book ensures you walk away with the knowledge to write cleaner, more expressive, and maintainable C# code. For developers and programmers in C# and .NET.

Название: Web3 Development with Angular: Building Web Applications with Blockchain and Web3 Technologies
Автор: Soumaya Erradi
Издательство: Apress
Год: 2025
Страниц: 456
Язык: английский
Формат: pdf
Размер: 17.4 MB

This book is a comprehensive guide that will help you create blockchain-based web applications using Angular, a powerful framework that, while not the most popular choice in the Web3 community, offers distinct advantages. Suitable for both junior developers with some knowledge of front-end development and senior developers transitioning into Web3 development, this book will equip you with the tools necessary for building web applications. You will be introduced to basic blockchain concepts, exploring the most common use cases and explaining what you need to know as a web developer working in Web3. A major portion of the book is devoted to helping you become competent in using Angular for Web3 development. To do this, it provides a detailed, step-by-step walkthrough for building a Web3 application from scratch, enabling you to understand Angular's strengths in creating robust and scalable applications. This book is aimed at developers with some experience in web technologies, especially jаvascript or TypeScript, who want to understand how to build decentralized applications. If you are comfortable with Angular basics, that will help, but the chapters are structured to provide step-by-step guidance. Even if you are new to blockchain, you will find foundational chapters that introduce the core concepts before moving to more advanced topics.