Название: Machine Learning Pipeline: Experience Gain
Автор: Hisham Elamir
Издательство: Leanpub
Год: 2019
Страниц: 152
Язык: английский
Формат: pdf, mobi, epub
Размер: 10.1 MB

By reading this book you will learn how to build a Machine Learning pipeline for a real-life projects, whatever stopped you before from mastering Machine Learning with Python you can easily overcome it with this book, because of easy step-by-step, and example-oriented approach that will help you apply the most straightforward and effective tools to both demonstrative and real-world problems and datasets. This book is either Python/R developers and analysts or data scientists who are looking to add to or enhance their existing skills by accessing some of the most powerful recent trends in data science. If you've ever considered building your own image or text-tagging solution or entering a Kaggle contest, for instance, this book is for you! Prior experience of Python/R would be helpful.

Название: Python for Data Science: A Guide to Learn in Depth How to Use This Programming Language to Reorder Data While Remaining Focused on Your Specific Purposes
Автор: Dylan Penny
Издательство: Amazon.com Services LLC
Год: 2021
Страниц: 95
Язык: английский
Формат: epub, azw, mobi
Размер: 12.2 MB

Data Science is one of the major buzzwords in the business realm today. Most people know the value of gathering data. However, the real question is, what’s the next step? Keep in mind that data science is composed of various steps. It involves gathering the data and cleaning them if they come from more than a single source. You need to assess them, apply machine learning models and algorithms, and then present your findings from analysis with decent data visualizations.

Название: Large Scale Apps with Vue 3 and TypeScript
Автор: Damiano Fusco
Издательство: Leanpub
Год: 2020
Страниц: 237
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 12.0 MB

Build Large and Scalable front-ends that leverage component isolation, internationalization, localization, a modular Vuex store, Custom Component Libraries, API-client code that easily can switch between mocked data and live data and more. The audience for this book is from beginners with some experience in MV* applications, to advanced developers. The format is similar to a cookbook, but instead of individual recipes we’ll go through creating a project and keep enhancing, refactoring, and make it better as we move forward to more advanced chapters to show different patterns, architecture, technologies.The primary goal of this book is to show you how to structure a Vue.js project, its directories and files, adopt naming conventions, follow state management patterns, enforce type checking at development time through TypeScript, write unit tests, and more.

Название: Теория нейронных сетей. Книга 1
Автор: Галушкин А.И.
Издательство: ИПРЖР
Год: 2000
Формат: djvu
Страниц: 416
Размер: 10 Мб
Язык: русский

Изложена методика синтеза многослойных нейросетей различной структуры: с полными и неполными последовательными связями, перекрестными и обратными связями, функционирующими в режимах обучения, самообучения, обучения с учителями, обладающим конечной квалификацией. Приведены этапы исследования надежности и диагностики нейронных сетей.

Название: Optimization. Algorithms and Applications (+ code)
Автор: Rajesh Kumar Arora
Издательство: CRC Press
Год: 2015
Формат: pdf
Страниц: 466
Размер: 24 Мб
Язык: English

Optimization: Algorithms and Applications presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and proofs. Choose the correct solution method for your optimization problem.

Название: Text Analysis in Python for Social Scientists: Discovery and Exploration
Автор: Dirk Hovy
Издательство: Dirk Hovy
Год: 2020
Формат: PDF
Страниц: 75
Размер: 10 Mb
Язык: English

Text is everywhere, and it is a fantastic resource for social scientists. However, because it is so abundant, and because language is so variable, it is often difficult to extract the information we want. There is a whole subfield of AI concerned with text analysis (natural language processing). Many of the basic analysis methods developed are now readily available as Python implementations. This Element will teach you when to use which method, the mathematical background of how it works, and the Python code to implement it.

Название: Exploring Kotlin: Syntax, features & capabilites
Автор: Hani M.K.
Издательство: Leanpub
Год: 2020
Страниц: 90
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

Less than 100 pages covering Kotlin syntax and features in straight and to the point explanation. Kotlin is a cross-platform, multi-purpose modern programming language. In 2017, Google announced that it will support Kotlin as a first-class language for Android application development. In 2019, Kotlin was ranked as the fourth most loved programing language on Stack Overflow annual developer survey. Kotlin is known for its concise syntax and the support for multi-platform programming. In this mini-book, we are trying to cover syntax and features of Kotlin in a straight and to the point explanation with sample code.

Название: Functional Design and Architecture: Building real programs in Haskell: application architectures, design patterns
Автор: Alexander Granin
Издательство: Leanpub
Год: 2020
Страниц: 495
Язык: английский
Формат: pdf (true), epub + Extra
Размер: 41.3 MB

Software Design in Functional Programming, Design Patterns and Practices, Methodologies and Application Architectures. How to build real software in Haskell with less efforts and low risks. The first complete source of knowledge. It is a fundamental book about Software Design in Haskell. The main idea of this book is to provide a comprehensive source of knowledge, a complete methodology of building real world applications in Haskell. Application architectures, best practices, design patterns and approaches, - all the information you need to achieve a simple, maintainable, testable code with low complexity and low risks.

Название: Design Patterns in C# (Final Version)
Автор: Dmitri Nesteruk
Издательство: LeanPub
Год: 2020
Формат: PDF, EPUB, MOBI
Страниц: 375
Размер: 12 Mb
Язык: English

Discover modern implementations of Design Patterns using the C# programming language.
This book provides a modern, comprehensive overview of design pattern implementations for the .NET ecosystem using the C# programming language. The book covers every single pattern from the Gang of Four and a few extras such as enterprise and functional design patterns.

Название: Machine Learning Engineering (Final Version)
Автор: Andriy Burkov
Издательство: True Positive Inc.
Год: 2020
Формат: PDF
Страниц: 308
Размер: 38 Mb
Язык: English

From the author of a world bestseller published in eleven languages, The Hundred-Page Machine Learning Book, this new book by Andriy Burkov is the most complete applied AI book out there. It is filled with best practices and design patterns of building reliable machine learning solutions that scale. Andriy Burkov has a Ph.D. in AI and is the leader of a machine learning team at Gartner. This book is based on Andriy's own 15 years of experience in solving problems with AI as well as on the published experience of the industry leaders.