Название: Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques, 2nd Edition
Автор: Sayan Mukhopadhyay, Pratip Samanta
Издательство: Apress
Год: 2023
Страниц: 259
Язык: английский
Формат: pdf (true), epub (true)
Размер: 13.5 MB

Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing (NLP), and computer vision in the cloud environment. Generic design patterns in Python programming is clearly explained, emphasizing architectural practices such as hot potato anti-patterns. You'll review recent advances in databases such as Neo4j, Elasticsearch, and MongoDB. You'll then study feature engineering in images and texts with implementing business logic and see how to build Machine Learning and Deep Learning models using transfer learning.

Название: Spring 6 Recipes: A Problem-Solution Approach to Spring Framework, Fifth Edition
Автор: Marten Deinum, Daniel Rubio, Josh Long
Издательство: Apress
Год: 2023
Страниц: 774
Язык: английский
Формат: pdf
Размер: 10.1 MB

This in-depth Spring-based Java developer code reference has been updated and now solves many of your Spring Framework 6 problems using reusable, complete and real-world working code examples. Spring 6 Recipes (5th Edition) now includes Spring Native which speeds up your Java-based Spring Framework built enterprise, native cloud, web applications and microservices. It also has been updated to now include Spring R2DBC for Reactive Relational Database Connectivity, a specification to integrate SQL databases, like PostgreSQL, MySQL and more, using reactive drivers. Furthermore, this book includes additional coverage of WebFlux for more reactive Spring web applications. Reactive programming allows you to build systems that are resilient to high load, especially common in the more complex enterprise, native cloud applications that Spring Framework lets you build. This updated edition also uses code snippets and examples based on newest available standard long term support release of Java. When you start a new project, you’ll be able to copy the code and configuration files from this book, and then modify them for your specific Spring Framework-based application needs. This can save you a great deal of work over creating a project from scratch. This book is for experienced Java programmers, software developers with experience using the Spring Framework.

Название: ChatGPT for Writers Unlocking the Power of Artificial Intelligence to Enhance Your Nonfiction Writing Process
Автор: Sean A. Williams
Издательство: Independently published
Год: 2023
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

Unlock the Power of ChatGPT for Nonfiction Writing: The Ultimate Guide to Maximizing Productivity and Crafting Compelling Content. Are you tired of struggling to come up with new ideas and research topics for your nonfiction writing? Want to write faster and more effectively? Look no further! This comprehensive guide offers a step-by-step approach to using ChatGPT to take your nonfiction writing to the next level. ChatGPT can be used to assist in coding by generating code snippets and providing explanations for various programming languages and frameworks. This can be especially useful for developers who are new to a language or for those who want to save time by automating repetitive tasks.

Название: All About Bioinformatics: From Beginner to Expert
Автор: Yasha Hasija
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 314
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

All About Bioinformatics: From Beginner to Expert provides readers with an overview of the fundamentals and advances in the field of bioinformatics, as well as some future directions. Each chapter is didactically organized and includes introduction, applications, tools, and future directions to cover the topics thoroughly. The book covers both traditional topics such as biological databases, algorithms, genetic variations, static methods, and structural bioinformatics, as well as contemporary advanced topics such as high-throughput technologies, drug informatics, system and network biology, and Machine Learning. Python is a free general-purpose programming language that is simple to learn and apply to a wide range of computational tasks. Python may be used to handle a variety of difficulties that research labs confront on a daily basis. Using computers and an appropriate programming language, it is possible to execute tasks such as data manipulation, biological data retrieval and parsing, automation, and simulation of biological problems efficiently.

Название: Recommender Systems: A Multi-Disciplinary Approach
Автор: Monideepa Roy, Pushpendu Kar, Sujoy Datta
Издательство: CRC Press
Серия: Intelligent Systems
Год: 2023
Страниц: 279
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Recommender Systems: A Multi-Disciplinary Approach presents a multi-disciplinary approach for the development of recommender systems. It explains different types of pertinent algorithms with their comparative analysis and their role for different applications. This book explains the big data behind recommender systems, the marketing benefits, how to make good decision support systems, the role of Machine Learning and Artificial Networks, and the statistical models with two case studies. It shows how to design attack resistant and trust-centric recommender systems for applications dealing with sensitive data.

Название: ChatGPT for Coders Unlock the Power of AI with ChatGPT: A Comprehensive Guide to Efficient and Effective Coding
Автор: Sean A Williams
Издательство: Independently published
Год: 2023
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

This book takes you on a journey through the world of coding with ChatGPT, exploring the benefits and applications of this cutting-edge technology. From understanding basic coding concepts and working with data to web development, Machine Learning, and beyond, this guide provides a comprehensive understanding of coding with ChatGPT. You will learn how to debug code, integrate ChatGPT with other tools and frameworks, fine-tune it for specific programming languages, and take advantage of its capabilities in real-world applications such as software development, Data Science, and Artificial Intelligence. Packed with practical tips and best practices, this book is your go-to resource for efficient and effective coding with ChatGPT. ChatGPT is able to comprehend a variety of programming languages, including well-known languages such as Python, Java, and jаvascript, among others. As a result of this, it is an adaptable tool for programmers who work in a variety of languages and fields.

Название: Handbook of Software Fault Localization : Foundations and Advances
Автор: W. Eric Wong, T.H. Tse
Издательство: Wiley-IEEE Press
Год: 2023
Страниц: 611
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Handbook of Software Fault Localization A comprehensive analysis of fault localization techniques and strategies. In Handbook of Software Fault Localization: Foundations and Advances , distinguished computer scientists Prof. W. Eric Wong and Prof. T.H. Tse deliver a robust treatment of up-to-date techniques, tools, and essential issues in software fault localization. The authors offer collective discussions of fault localization strategies with an emphasis on the most important features of each approach. The book also explores critical aspects of software fault localization, like multiple bugs, successful and failed test cases, coincidental correctness, faults introduced by missing code, the combination of several fault localization techniques, ties within fault localization rankings, concurrency bugs, spreadsheet fault localization, and theoretical studies on fault localization.

Название: Decoding the Quant Market: A Guide to Machine Learning in Trading
Автор: Gautier Marti
Издательство: Independently published
Год: 2023
Страниц: 245
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

In the ever-changing world of finance and trading, the search for a competitive edge has been a constant driver of innovation. Over the last few decades, the field of quantitative trading has emerged as a powerful force, pushing the boundaries of what is possible and reshaping the way we approach the market. At the heart of this transformation lies the fusion of cutting-edge technology, data-driven insights, and the unwavering curiosity of the human mind. It is this intersection of disciplines that forms the foundation for ”Decoding the Quant Market: A Guide to Machine Learning in Trading.” In this book, I aim to share my experiences and insights, offering a comprehensive guide to navigating the world of Machine Learning in quantitative trading. The journey begins with a foundational understanding of the core principles, theories, and algorithms that have shaped the field. From there, we delve into the practical applications of these techniques, exploring real-world examples and case studies that illustrate the power of Machine Learning (ML) in trading.

Название: Python for Beginners: The Biggest Python Programming Crash Course for Beginners, 2023 Edition
Автор: Programming Languages Academy
Издательство: Programming Languages Academy
Год: 2022
Страниц: 226
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

Learn Python Coding Like a PRO in 7 Days! + Hands-On Workbook. Discover how YOU can master Python programming in next to no time with this fun and practical beginner’s crash course! Are you looking for a straightforward, easy-to-use beginner’s guide to Python? Want to automate boring tasks, become more productive, and make the most of your programs? Or do you want to learn how you can monetize your skills and earn income through Python programming? Then look no further! Say goodbye to confusing tutorials and outdated user manuals. This concise, informative, and deeply insightful 2-in-1 handbook reveals essential beginner programming advice to help you go from zero to pro and become an expert in Python programming. Packed with step-by-step tutorials and easy-to-digest advice that suits laymen and experienced coders alike, you’ll discover how you can pick up a valuable new skill and achieve your programming goals – even if you’ve never coded before in your life! From setting up your workspace and writing your first code to the must-know tricks and formulas for making full-fledged programs, Python Programming for Beginners also contains tons of practical programming exercises and creative project ideas, so you can get hands-on and test your knowledge.

Название: MATLAB C/C++, Fortran, Java, and Python API Reference (R2023a)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: March 2023
Страниц: 730
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Если у вас есть общая библиотека C++, экспортирующая функциональность, которая может быть вызвана из другого приложения, то вы можете использовать эти классы и функции непосредственно в MATLAB. Чтобы начать работу, вы должны сначала создать интерфейс к библиотеке C++, чтобы использовать его для вызова функциональности в MATLAB. Тот, кто создает этот интерфейс, называется издателем. Вы можете упаковать интерфейс и передать его конечному пользователю MATLAB.