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 Название: The Pythonic Way: An Architect’s Guide to Conventions and Best Practices for the Design, Development, Testing and Management of Enterprise Python Code
Автор: Sonal Raj
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 1073
Размер: 10 Mb
Язык: English
‘The Pythonic Way' acquaints you with Python's capabilities beyond basic syntax. This book will help you understand widely accepted Pythonic constructs and procedures, thus enabling you to write reliable, optimized, and modular applications.
You'll learn about Pythonic data structures, class and object creation, and more. The book then delves into some of Python's lesser-known but incredibly powerful functionalities such as meta-programming, decorators, context managers, generators, and iterators. Additionally, you'll learn how to accelerate computations by using Pandas Series and Dataframes. You will be introduced to various design patterns that work well with Python applications. Finally, we'll discuss testing frameworks and best practices for testing, packaging, launching, and publishing applications in production environments.
This book will empower you as you transition from beginner or competitive Python coding to industry-standard Python software development. Intermediate Python developers will gain a deeper understanding of the language's nuances, enabling them to create better software. | |
Разместил: vitvikvas 15-09-2021, 09:12 | Комментарии: 0 | Подробнее
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 Название: Swift in 30 Days: Build iOS Apps by Learning Swift, Xcode, and SwiftUI in Just Four Weeks
Автор: Gaurang Ratnaparkhi
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 551
Размер: 11 Mb
Язык: English
'Swift in 30 Days' teaches young graduates and coding applicants to enter the field of rapid development of applications through simplified, pragmatic, and quick programming learning without much theory.
The book examines the basics of Swift programming, fundamental Swift building blocks, how to write syntax, constructs, define classes, arrays, model data with interfaces, and several examples of Swift programming. The book will help you to create the environment for app development, including tools and libraries like Xcode and SwiftUI. You will learn to work with Xcode and Swift libraries and finally make an independently developed Swift application. You will have access to design patterns and learn how to handle errors, debug, and work with protocols.
By the end of this book, you will become a trusted Swift programmer and a successful iOS developer who will dive deeper into Apple's intelligent app programming challenge. | |
Разместил: vitvikvas 15-09-2021, 08:56 | Комментарии: 0 | Подробнее
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 Название: Mastering Power BI: Build Business Intelligence Applications Powered with DAX Calculations, Insightful Visualizations
Автор: Chandraish Sinha
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 492
Размер: 14,8 Mb
Язык: English
Mastering Power BI covers the entire Power BI implementation process. The readers will be able to understand all the concepts covered in this book, from data modelling to creating powerful - visualizations.
This book begins with the concepts and terminology such as Star-Schema, dimensions and facts. It explains about multi-table dataset and demonstrates how to load these tables into Power BI. It shows how to load stored data in various formats and create relationships. Readers will also learn more about Data Analysis Expressions (DAX). This book is a must for the developers wherein they learn how to extend the usability of Power BI, to explore meaningful and hidden data insights. Throughout the book, you keep on learning about the concepts, techniques and expert practices on loading and shaping data, visualization design and security implementation. | |
Разместил: vitvikvas 15-09-2021, 08:48 | Комментарии: 0 | Подробнее
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 Название: Data Scientist Pocket Guide: Over 600 Concepts, Terminologies, and Processes of Machine Learning and Deep Learning Assembled
Автор: Mohamed Sabri
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 866
Размер: 13 Mb
Язык: English
This pocket guide is a must for all data professionals in their day-to-day work processes. This book brings a comprehensive pack of glossaries of machine learning, deep learning, mathematics, and statistics. The extensive list of glossaries comprises concepts, processes, algorithms, data structures, techniques, and many more. Each of these terms is explained in the simplest words possible. This pocket guide will help you to stay up to date of the most essential terms and references used in the process of data analysis and machine learning. | |
Разместил: vitvikvas 15-09-2021, 08:40 | Комментарии: 0 | Подробнее
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 Название: Building Machine Learning Systems Using Python: Practice to Train Predictive Models and Analyze Machine Learning Results
Автор: Deepti Chopra
Издательство: BPB Publications,
Год: 2021
Формат: ePUB, PDF
Страниц: 247
Размер: 10 Mb
Язык: English
This book covers basic concepts of Machine Learning, various learning paradigms, different architectures and algorithms used in these paradigms.
You will learn the power of ML models by exploring different predictive modeling techniques such as Regression, Clustering, and Classification. You will also get hands-on experience on method and techniques such as Overfitting, Underfitting, Random Forest, Decision Trees, PCA, and Support Vector Machines. In this book real life examples with fully working of Python implementations are discussed in detail.
At the end of the book you will learn about the unsupervised learning covering Hierarchical Clustering, K-means Clustering, Dimensionality Reduction, Anomaly detection, Principal Component Analysis. | |
Разместил: vitvikvas 15-09-2021, 08:29 | Комментарии: 0 | Подробнее
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 Название: Applied Machine Learning Solutions with Python: Production-ready ML Projects Using Cutting-edge Libraries
Автор: Siddhanta Bhatta
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 729
Размер: 16 Mb
Язык: English
This book discusses how to apply machine learning to real-world problems by utilizing real-world data. In this book, you will investigate data sources, become acquainted with data pipelines, and practice how machine learning works through numerous examples and case studies.
The book begins with high-level concepts and implementation (with code!) and progresses towards the real-world of ML systems. It briefly discusses various concepts of Statistics and Linear Algebra. You will learn how to formulate a problem, collect data, build a model, and tune it. You will learn about use cases for data analytics, computer vision, and natural language processing. You will also explore nonlinear architecture, thus enabling you to build models with multiple inputs and outputs. You will get trained on creating a machine learning profile, various machine learning libraries, Statistics, and FAST API. | |
Разместил: vitvikvas 15-09-2021, 08:17 | Комментарии: 0 | Подробнее
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 Название: Developer Relations: How to Build and Grow a Successful Developer Program
Автор: Caroline Lewko, James Parton
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 304
Размер: 17 Mb
Язык: English
Increasingly, business leaders are either looking to start a new developer program at their company or looking to increase the impact of their existing DevRel program. In this context, software developers are finally recognized as legitimate decision makers in the technology buying process, regardless of the size of their organization. New companies are appearing with the sole purpose of making tools for developers, and even companies whose primary focus was elsewhere are waking up to the developer opportunity. Even as the need and demand for DevRel has grown, there are still re-occurring challenges for DevRel leaders.
It is these challenges that this book addresses, covering all aspects of a DevRel program. It is an essential reference to professionalize the practice of developer relations by providing you with strategic, repeatable, and adoptable frameworks, processes, and tools, including developer segmentation and personas, and developer experience frameworks. | |
Разместил: vitvikvas 15-09-2021, 07:31 | Комментарии: 0 | Подробнее
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 Название: The AlgoDaily Book: Core Essentials
Автор: Jacob Zhang
Издательство: AlgoDaily
Год: 2021
Формат: PDF
Страниц: 737
Размер: 40,2 Mb
Язык: English
The only technical interview resource you need: your favorite AlgoDaily.com premium content packaged into an 800-page book that you'll love and keep forever. Over 500 illustrations and visualizations; 50 long-form, interactive tutorials and lessons on data structures, algorithms, and interview patterns; and 100 in-depth, illustrated, and well explained solutions to the most common technical interview problems. | |
Разместил: vitvikvas 15-09-2021, 07:19 | Комментарии: 0 | Подробнее
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 Название: React: современные шаблоны для разработки приложений 2-е изд
Автор: Бэнкс Алекс, Порселло Ева
Издательство: Питер
Год: 2022
Формат: ePUB, PDF
Страниц: 320
Размер: 10 Mb
Язык: Русский
Хотите создавать эффективные приложения с помощью React? Тогда эта книга написана для вас. Познакомьтесь лучшими практиками и шаблонами создания современного кода. Вам не потребуются глубокие знания React или функционала javascript — достаточно знакомства с принципами работы javascript, CSS и HTML.
Алекс Бэнкс и Ева Порселло научат вас создавать пользовательские интерфейсы, которые будут динамически отображать изменения без необходимости перезагрузки страницы даже на крупномасштабных сайтах, работающих с огромными массивами данных. | |
Разместил: vitvikvas 15-09-2021, 04:54 | Комментарии: 0 | Подробнее
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 Название: Learning Domain-Driven Design (Early Release)
Автор: Vladik Chononov
Издательство: O’Reilly Media
Год: 2021-09-15: Third Release
Формат: ePUB
Размер: 14,9 Mb
Язык: English
Today, more than ever, building software is hard. Not only we have to chase ever-changing technological trends, but we also have to grasp business domains that we are building the software for. The latter is often overseen, and it explains why so many projects are doomed to fail. After all, how can you build a solution if you don't understand the problem?
Through this book, you will learn the Domain-Driven Design (DDD) methodology which provides a set of core patterns, principles, and practices for analyzing business domains, understanding business strategy, and, most importantly, aligning software design with its business needs. These include Ubiquitous Language, Bounded Contexts, Event Storming, and others. You will see how these practices not only lead to robust implementation of business logic, but also to future-proof software design and architecture. You will also learn the relationship between DDD and other methodologies to ensure that you are able to make architectural decisions that will meet the business needs. The final section puts all of this into practice using a real life story of implementing Domain-Driven Design in a startup company. | |
Разместил: vitvikvas 15-09-2021, 03:59 | Комментарии: 0 | Подробнее
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