Название: Problems on Array: For Interviews and Competitive Programming
Автор: Aditya Chatterjee, Tushti, Ue Kiao
Издательство: OpenGenus
Год: 2021
Страниц: 344
Язык: английский
Формат: pdf, azw, epub
Размер: 10.2 MB

An Array is the most fundamental Data Structure in Computer Science. It can be thought as a contiguous set of elements and has a specific order of elements. Array is a linear data structure so there is no branching. This book "Problems on Array: For Interviews and Competitive Programming" is a deep dive into Array Data Structure, important algorithms and Practice problems on Array. On completing this book, you will have these core skills: - Strong hold on Array (Research Level); - Easily solve any Array based Coding Interview Problem; - Design Custom Data Structures

Название: A Functional Approach to Java: Augmenting Object-Oriented Code with Functional Principles (Second Early Release)
Автор: Ben Weidig
Издательство: O’Reilly Media, Inc.
Год: 2022-01-18
Страниц: 144
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Java developers usually tackle the complexity of software development through object-oriented programming (OOP). But not every problem is a good match for OOP. The functional programming (FP) paradigm offers you another approach to solving problems, and Java provides easy-to-grasp FP tools such as lambdas and streams. If you're interested in applying FP concepts to your Java code, this book is for you. Author Ben Weidig highlights different aspects of functional programming and shows you how to incorporate them in your code without going "fully functional." You'll learn how, when, and why to use FP concepts such as immutability and pure functions to write more concise, reasonable, and future-proof code. Many developers seek to expand their horizons by using OOP and FP together. It's no longer either-or; it's both.

Название: Functional Programming in C#, Second Edition
Автор: Enrico Buonanno
Издательство: Manning Publications
Год: 2022
Страниц: 448
Язык: английский
Формат: epub
Размер: 10.1 MB

Real world examples and practical techniques for functional programming in C# without the jargon and theory. Functional Programming in C# has helped thousands of developers apply functional thinking to C# code. Its practical examples and spot-on treatment of FP concepts makes it the perfect guide for proficient C# programmers. This second edition is fully revised to cover new functional-inspired features in the most recent releases of C#, including tuples, async streams, pattern matching, and records. Each chapter is packed with awesome perspectives and epiphany moments on how functional programming can change the way you code.

Название: Python Programming with Design Patterns
Автор: James W. Cooper
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2022
Страниц: 352
Язык: английский
Формат: epub
Размер: 45.0 MB

Learn how to write Python code that's more robust, efficient, maintainable, and elegant—whether you're new to the language or you've been coding for years. Python Programming with Design Patterns combines a clear, modern introduction to modern Python with visual, example-driven explanations of 23 proven patterns for writing outstanding object-oriented code. Through these patterns and examples, best-selling patterns author James W. Cooper introduces modern techniques for creating Python objects that interact effectively to make powerful, flexible programs. Cooper's wide-ranging coverage includes abstract classes, multiple inheritance, GUI programming and widgets, graphical classes, drawing and plotting, math libraries, database programming, Python decorators, images, threads, iterators, creating executable code from Python programs, and much more.

Название: Reliable Source: Lessons from a Life in Software Engineering
Автор: James Bonang, Clarisse Bonang
Издательство: Amazon.com Services LLC
Год: 2022
Страниц: 465
Язык: английский
Формат: pdf, epub
Размер: 10.3 MB

Software project retrospectives identify "what worked" and, not infrequently, what didn't; they distill the invaluable lessons garnered from weeks or months of hard work and tribulations into useful guidance. Reliable Source: Lessons from a Life in Software Engineering provides a retrospective, not of a single project or subproject, but on an entire career in the software industry. The book conveys solutions to the eclectic problems you'll encounter as a software professional.

Название: Time Series Forecasting using Deep Learning: Combining PyTorch, RNN, TCN, and Deep Neural Network Models to Provide Production-Ready Prediction Solutions
Автор: Ivan Gridin
Издательство: BPB Publications
Год: 2022
Страниц: 317
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Explore the infinite possibilities offered by Artificial Intelligence and Neural Networks. This book is amid at teaching the readers how to apply the deep learning techniques to the time series forecasting challenges and how to build prediction models using PyTorch. The readers will learn the fundamentals of PyTorch in the early stages of the book. Next, the time series forecasting is covered in greater depth after the programme has been developed. You will try to use machine learning to identify the patterns that can help us forecast the future results. It covers methodologies such as Recurrent Neural Network, Encoder-decoder model, and Temporal Convolutional Network, all of which are state-of-the-art neural network architectures. Furthermore, for good measure, we have also introduced the neural architecture search, which automates searching for an ideal neural network design for a certain task.

Название: Глубокое обучение с подкреплением теория и практика на языке Python
Автор: Грессер Л., Кенг В.
Издательство: Питep
Год: 2022
Формат: PDF
Страниц: 416
Размер: 10 Mb
Язык: Русский

Глубокое обучение с подкреплением (глубокое RL) сочетает в себе два подхода к машинному обучению. В ходе такого обучения виртуальные агенты учатся решать последовательные задачи о принятии решений. За последнее десятилетие было много неординарных достижений в этой области — от однопользовательских и многопользовательских игр, таких как го и видеоигры Atari и Dota 2, до робототехники.

Название: Применение DDD и шаблонов проектирования. Проблемно-ориентированное проектирование приложений с примерами на C# и .NET
Автор: Джимми Нильссон
Издательство: Вильямс
Год: 2008
ISBN: 978-5-8459-1296-1, 0-321-26820-2
Формат: pdf
Страниц: 541
Размер: 31,1 Mb
Язык: Русский

Эта книга о разработке корпоративных программных приложений в среде .NET с применением шаблонов проектирования. В ней описаны: проблемно-ориентированные методы проектирования (DDD, или Domain Driven Design), разработка посредством тестирования (TDD, или Test-Driven Development), объектно-реляционное преобразование, т.е. методы, которые многие относят к ключевым технологиям разработки программного обеспечения.

Название: Mastering API Architecture: Defining, Connecting, and Securing Distributed Systems and Microservices (Third Early Release)
Автор: James Gough, Daniel Bryant
Издательство: O’Reilly Media, Inc.
Год: 2022-01-12
Страниц: 196
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Most organizations with a web presence build and operate APIs; the doorway for customers to interact with the company's services. Designing, building, and managing these critical programs affect everyone in the organization, from engineers and product owners to C-suite executives. But the real challenge for developers and solution architects is creating an API platform from the ground up. With this practical book, you'll learn strategies for building and testing REST APIs that use API gateways to combine offerings at the microservice level.

Название: Reliable Machine Learning: Applying SRE Principles to ML in Production (Third Early Release)
Автор: Cathy Chen, Niall Richard Murphy, Kranti Parisa
Издательство: O’Reilly Media, Inc.
Год: 2022-01-12
Страниц: 144
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Whether you're part of a small startup or a planet-spanning megacorp, this practical book shows data scientists, SREs, and business owners how to run ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model development team in a product organization. By applying an SRE mindset to machine learning, authors and engineering professionals Cathy Chen, Kranti Parisa, Niall Richard Murphy, D. Sculley, Todd Underwood, and featured guests show you how to run an efficient ML system. Whether you want to increase revenue, optimize decision-making, solve problems, or understand and influence customer behavior, you'll learn how to perform day-to-day ML tasks while keeping the bigger picture in mind.