Название: Machine Learning Toolbox for Social Scientists: Applied Predictive Analytics with R
Автор: Yigit Aydede
Издательство: CRC Press
Год: 2024
Страниц: 601
Язык: английский
Формат: pdf (true), epub
Размер: 35.4 MB

Machine Learning Toolbox for Social Scientists covers predictive methods with complementary statistical "tools" that make it mostly self-contained. The inferential statistics is the traditional framework for most data analytics courses in social science and business fields, especially in Economics and Finance. The new organization that this book offers goes beyond standard Machine Learning code applications, providing intuitive backgrounds for new predictive methods that social science and business students can follow. The book also adds many other modern statistical tools complementary to predictive methods that cannot be easily found in "econometrics" textbooks: nonparametric methods, data exploration with predictive models, penalized regressions, model selection with sparsity, dimension reduction methods, nonparametric time-series predictions, graphical network analysis, algorithmic optimization methods, classification with imbalanced data, and many others. This book delves into the first component, statistical models, without excessive abstraction. It doesn’t cover every aspect of programming, but provides sufficient coding skills for you to build predictive algorithms using R.

Название: Web API Development for the Absolute Beginner: A Step-by-step Approach to Learning the Fundamentals of Web API Development with .NET 7
Автор: Irina Dominte
Издательство: Apress
Год: 2023
Страниц: 423
Язык: английский
Формат: pdf
Размер: 11.6 MB

If you are a developer who wants to learn the basic skills of web and application programming interfaces (APIs) with .NET, this book is your complete introduction. The book takes a learn-by-experience approach. You will hit the ground running with a sample project that has everything you need to be wired up. As you follow along, you will learn simple and intuitive conventions that will free you from some of the more tedious decisions and work, in order to allow you to focus on the business requirements required by your team. Certain components of the framework should always appear in certain folders in the solution to speed up development while others need a name that follows particular conventions. You will learn the building blocks of Web API and how to leverage them to have a well-rounded API. Understanding these small but important tricks will make development faster, easier, and more pleasant, and will prevent time-consuming errors. The ASP.NET Web API is a set of libraries that allows us to develop RESTful HTTP APIs (backends) using .NET, C#, or the language we prefer to work with, in .NET.

Название: Quantum Computing For Dummies
Автор: Whurley and Floyd Smith
Издательство: For Dummies
Год: 2023
Страниц: 403
Язык: английский
Формат: pdf (true)
Размер: 30.2 MB

Comprehend the mysteries―and the amazing potential―of quantum computing. Quantum computing has the promise to be the next huge thing in technology. How do we know that? Look at how much the big players in tech are investing in the technology. Quantum Computing For Dummies preps you for the amazing changes that are coming with the world of computing built on the phenomena of quantum mechanics. Need to know what is it and how does it work? This easy-to-understand book breaks it down and answers your most pressing questions. Get a better understanding of how quantum computing is revolutionizing networking, data management, cryptography, and artificial intelligence in ways that would have previously been unthinkable. With a Dummies guide by your side, you’ll get a primer on the inner workings and practical applications of quantum computers. Quantum Computing For Dummies provides a clear and concise introduction to the terminology, technology, and techniques you need to use quantum computing to get a job, make business decisions, invest, or just introduce yourself to this fascinating new technology.

Название: Паскаль. Программирование на языке высокого уровня (2-е изд.)
Автор: Павловская Т.А.
Издательство: Питер
Год: 2010
Страниц: 464
ISBN: 978-5-49807-772-7
Формат: PDF
Размер: 10.3 Мб
Язык: русский

В учебнике рассматриваются структурная и объектно-ориентированная технологии программирования, методы проектирования и отладки программ и основные структуры данных. Книга содержит последовательное изложение основ программирования на примере языка Паскаль, практикум по всем разделам курса, полную справочную информацию, 260 индивидуальных заданий для лабораторных работ и полностью соответствует Государственному образовательному стандарту.

Название: Deep Learning: A Beginners' Guide
Автор: Dulani Meedeniya
Издательство: CRC Press
Год: 2024
Страниц: 199
Язык: английский
Формат: pdf (true)
Размер: 23.4 MB

This book focuses on Deep Learning (DL), which is an important aspect of Data Science, that includes predictive modeling. DL applications are widely used in domains such as finance, transport, healthcare, automanufacturing, and advertising. The design of the DL models based on artificial neural networks is influenced by the structure and operation of the brain. This book presents a comprehensive resource for those who seek a solid grasp of the techniques in DL. Deep Learning (DL) is an important and evolving area in data science that includes statistics and predictive modeling. It is concerned with algorithms inspired by the brain’s structure and functions known as artificial neural networks. DL can automatically learn features in data, by updating learned weights at each layer. This book provides adequate theoretical coverage of DL techniques and applications. This book will teach deep learning concepts from scratch. We aim to make DL approachable by teaching the concepts and theories behind DL models. Thus, practitioners can grab the critical thinking skills required to formulate problems, design and develop models to make accurate predictions and support the decision- making process.

Название: Data Structure Using C: Theory and Program
Автор: Ahmad Talha Siddiqui, Shoeb Ahad Siddiqui
Издательство: CRC Press/Manakin Press
Год: 2024
Страниц: 428
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

In computer science, a data structure is a particular way of storing data in a computer so that it can be used efficiently. Different kinds of data structures are suited to various kinds of applications, and some are highly specialized to certain tasks. For Example, B-Trees are well suited for implementation of databases, while compiler implementations usually use hash tables to look up for identifiers. Data structures are used almost in every program or software. Data structures are generally based on the ability of a computer to fetch and store data at any place in its memory, specified by an address- a bit string that can be itself stored in memory and manipulated by the program. Thus, the record and array data structure are based on computing the address of data items with arithmetic’s operation; while the linked list data structures are based on storing address of data items within the structure itself.

Название: Программирование на языке высокого уровня Паскаль (2-е изд.)
Автор: Павловская Т.А.
Издательство: М.: НОУ "Интуит"
Год: 2016
Страниц: 154
Формат: PDF
Размер: 11.9 Мб
Язык: русский

Курс является введением в программирование на языке Паскаль (Pascal). Рассматриваются основные понятия языка, операторы и типы данных, даются введения в модульное и объектно-ориентированное программирование.

Автор: Угринович Н. Д.
Название: Исследование информационных моделей. Элективный курс: Учебное пособие + CD-ROM
Издательство: М:, БИНОМ. Лаборатория знаний
Год: 2006
Страниц: 200
Формат: DJVU, PDF
Размер: 65 МБ

Учебно-методический комплекс по элективному курсу «Исследование информационных моделей» включает учебное пособие и компьютерный практикум на CD-ROM. Курс учит создавать и исследовать информационные модели с использованием систем объектно-ориентированного программирования и электронных таблиц...

Название: Intermediate Python
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2023
Страниц: 192
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book provides you with relevant information about using intermediate Python 3.x for a variety of topics, such as comprehensions, iterators, generators, regular expressions, OOP, queues and stacks, and recursion. Each chapter contains an assortment of code samples that illustrate the topics covered in the chapter material. Companion files including code samples are available by writing to the publisher. This book is intended to reach an international audience of readers with highly diverse backgrounds in various age groups. While many readers know how to read English, their native spoken language is not English (which could be their second, third, or even fourth language). Consequently, this book uses standard English rather than colloquial expressions that might be confusing to those readers. As you know, many people learn by different types of imitation, which includes reading, writing, or hearing new material. The book takes these points into consideration in order to provide a comfortable and meaningful learning experience for the intended readers.

Название: Android Programming Made Simple: A Beginner's Guide to Programming
Автор: Mark Stokes
Издательство: Independently published
Год: 2023
Страниц: 181
Язык: английский
Формат: pdf
Размер: 30.0 MB

Are you eager to learn Android app development but don't know where to start? Look no further! "Android Programming Made Simple" is the ultimate beginner's guide that will take you from a novice to a confident Android app developer. This comprehensive ebook is designed to provide you with a complete understanding of Android programming concepts, step-by-step tutorials, and hands-on examples. Whether you're new to programming or have some prior experience, this book will help you grasp the fundamentals and build a strong foundation. With its easy-to-follow explanations, practical examples, and detailed step-by-step instructions, "Android Programming Made Simple" ensures that you grasp the concepts quickly and start building your own Android apps in no time. Each chapter provides in-depth knowledge and hands-on experience to solidify your understanding of Android development. Whether you're an aspiring app developer, a student, or a professional looking to expand your skill set, this ebook is your gateway to becoming a proficient Android app developer. Take the first step towards your Android programming journey and unlock the potential to create innovative and exciting mobile applications.