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Название: Applied Statistics: Methods Using R
Автор: Jürgen Hedderich, Lothar Sachs
Издательство: Springer
Год: 2024
Страниц: 1056
Язык: английский
Формат: pdf (true)
Размер: 22.8 MB

This standard work on statistical methods in life sciences and medicine provides easily understandable, illustrative, and practical guidance to students, lecturers and practitioners alike, covering all necessary methods for targeted and careful data collection, analysis, and evaluation. In addition to offering advice and recommendations on study planning and analysis, numerous examples, cross-references, further references and a detailed index provide a comprehensive approach to statistics. The consistent use of the freely available programming language R further facilitates the entry for curious users and practitioners. R is primarily a programming language and programming environment for the statistical analysis of data. R can perform elementary mathematical operations on the one hand, but on the other hand, it also calculates sophisticated complex statistical functions. The use of R is simple and largely intuitive. R shows great flexibility in dealing with statistical functions and can also be extended for special methods. The R program offers versatile possibilities for the graphical preparation of data and results.

Название: Generative AI: Current Trends and Applications
Автор: Khalid Raza, Naeem Ahmad, Deepak Singh
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2024
Страниц: 468
Язык: английский
Формат: pdf (true), epub
Размер: 43.5 MB

This comprehensive volume focuses on the latest advancements in Generative AI, including state-of-the-art techniques and models that are pushing the boundaries of what is possible. It covers recent developments in areas such as Generative AI models, transfer learning and Natural Language Processing (NLP) highlighting their potential to revolutionize content generation and creative applications including OpenAI, LangChain, NLTK and their practical implementations across diverse domains. The volume provides insights into emerging research areas, novel architectures, and innovative approaches in Generative AI, giving searchers a glimpse into the exciting future of the field. The aim is to offer readers a deep understanding of Generative AI and how it can be harnessed to tackle complex real-world challenges.

Название: Modern Business Analytics: Increasing the Value of Your Data with Python and R
Автор: Deanne Larson
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 560
Язык: английский
Формат: epub
Размер: 13.2 MB

Deriving business value from analytics is a challenging process. Turning data into information requires a business analyst who is adept at multiple technologies including databases, programming tools, and commercial analytics tools. This practical guide shows programmers who understand analysis concepts how to build the skills necessary to achieve business value. Author Deanne Larson, Data Science practitioner and academic, helps you bridge the technical and business worlds to meet these requirements. You'll focus on developing these skills with R and Python using real-world examples. You'll also learn how to leverage methodologies for successful delivery. Learning methodology combined with open source tools is key to delivering successful business analytics and value. The current trend in analytics is to use open source tools: the leading tools are Python and R. Python is a full programming language that covers the programming capabilities to complete the data engineering as well as the Machine Learning algorithms to create models. R is used for statistics and analysis with strong visualization capabilities. Both tools are fueled by the different packages and libraries available.

Название: The Ultimate Guide to ChatGPT - 1st Edition 2024
Автор: Barry Collins (Editor)
Издательство: Anthem Publishing
Год: 2024
Страниц: 132
Язык: английский
Формат: pdf
Размер: 64.9 MB

Almost everyone who comes into contact with ChatGPT is blown away by how smart it is. But having asked it to write a personalised birthday greeting in the style of Shakespeare, or got it to draw a picture of a badger playing snooker, most people want to know: how can ChatGPT make an actual difference to my life? That’s what this guide is here to answer. Over the following 130 pages, we will reveal dozens of ways in which you can put ChatGPT to practical use. Whether that’s through help with running your business, creating a fully automated smart home, or bringing your ideas for apps to life, we’ll show you how ChatGPT can make a difference. One of the great strengths of ChatGPT is that it’s both able to break down complex tasks into digestible Plain English, or even - in the case of writing computer code, for example - do the job for you. However, you still need to know how and where find to find the various ChatGPT tools that make these amazing features happen. You also need to be able to craft the prompts that give you the best possible chance of achieving the desired output.

Название: R by Example, Second Edition
Автор: Jim Albert, Maria Rizzo
Издательство: Springer
Серия: Use R!
Год: 2024
Страниц: 461
Язык: английский
Формат: pdf (true), epub
Размер: 34.7 MB

Now in its second edition, R by Example is an example-based introduction to the statistical computing environment that does not assume any previous familiarity with R or other software packages. R functions are presented in the context of interesting applications with real data. The purpose of this book is to illustrate a range of statistical and probability computations using R for people who are learning, teaching, or using statistics. Specifically, it is written for users who have covered at least the equivalent of (or are currently studying) undergraduate level calculus-based courses in statistics. These users are learning or applying exploratory and inferential methods for analyzing data, and this book is intended to be a useful resource for learning how to implement these procedures in R. The new edition includes expanded coverage of ggplot2 graphics, as well as new chapters on importing data and multivariate data methods.

Название: Mastering Technical Art in Unreal Engine: World Building
Автор: Greg Penninck, Stuart Butler
Издательство: CRC Press
Год: 2025
Страниц: 227
Язык: английский
Формат: pdf (true)
Размер: 67.5 MB

This covers how to use the latest development tools to create your own Virtual World powered by Unreal Engine. Each chapter will provide you with the necessary underpinning theory as well as activities to test your learning inside of Unreal Engine. You'll learn about Landscapes, Sculpting, Materials, Foliage, Water, Partitions and much more as you complete project-based examples. Included in the book is a series of follow-along introductory videos and quizzes to help test your learning, giving you all the tools and knowledge to make detailed believable worlds in the Unreal Engine. In this book, you’ll learn the art of creating Real‑time landscapes. You’ll master both technical and artistic skills to create stunning Real‑time worlds that make use of modern engine workflows. Worlds in games now require multiple developers to populate complex ecosystems; with this title, you’ll learn how to work with all kinds of different developers and systems to realize Unreal Landscapes. This book will be of great interest to all students learning to create technical art within Unreal Engine, as well as professionals looking to sharpen their skills.

Название: "Looks Good To Me": Constructive code reviews (Final Release)
Автор: Adrienne Braganza
Издательство: Manning Publications
Год: 2025
Страниц: 352
Язык: английский
Формат: epub (true)
Размер: 14.4 MB

Deliver code reviews that consistently build up your team and improve your applications. “Looks Good to Me” offers a unique approach to delivering meaningful code reviews that goes beyond superficial checklists and tense critical conversations. Instead, you’ll learn how to improve both your applications and your team dynamics. Inside “Looks Good to Me” you’ll find comprehensive coverage of every part of the code review process, from choosing a system to keeping reviews manageable for everyone involved. With this mix of tools, processes, common sense, and compassion, you’ll run a highly effective review process from first commit to final deployment. Transform code reviews into the positive, productive experiences they’re meant to be! Whether it’s your code under the microscope or you’re the one giving the feedback, this sensible guide will help you avoid the tense debates, fruitless nitpicking, and unnecessary bottlenecks you’ve come to expect from code reviews. You’ll soon be running highly effective reviews that make your code—and your team—stronger. For any team member, from developer to lead.

Название: Fixed Point Optimization Algorithms and Their Applications
Автор: Watcharaporn Cholamjiak
Издательство: Morgan Kaufmann/Elsevier
Год: 2025
Страниц: 200
Язык: английский
Формат: epub
Размер: 37.2 MB

Fixed Point Optimization Algorithms and Their Applications discusses how the relationship between fixed point algorithms and optimization problems is connected and demonstrates hands-on applications of the algorithms in fields such as image restoration, signal recovery, and machine learning. The author presents algorithms for non-expansive and generalized non-expansive mappings in Hilbert space, and includes solutions to many optimization problems across a range of scientific research and real-world applications. From foundational concepts, the book proceeds to present a variety of optimization algorithms, including fixed point theories, convergence theorems, variational inequality problems, minimization problems, split feasibility problems, variational inclusion problems, and equilibrium problems. This book will equip readers with the theoretical mathematics background and necessary tools to tackle challenging optimization problems involving a range of algebraic methods, empowering them to apply these techniques in their research, professional work, or academic pursuits.

Название: Linux Coding Tricks & Tips - 20th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 41.3 MB

"Linux Coding Tricks & Tips" - это идеальное цифровое руководство для тех читателей, которые желают поднять свои навыки программирования на более высокий уровень. Вы хотите улучшить свой пользовательский опыт или получить инсайдерские знания? Вы хотите учиться непосредственно у экспертов в этой области? Хотите узнать бесчисленные шорткаты, которыми пользуются профессионалы? На страницах этого нового издания для продвинутых пользователей вы узнаете все, что нужно, чтобы стать более уверенным, знающим и опытным пользователем. Пользователем, который получит максимальную отдачу от программирования на Python и C++, а значит, и от самого Linux.

Название: Машинное обучение с использованием библиотеки Н2О
Автор: Кук Д.
Издательство: ДМK
Год: 2018
Cтраниц: 250
Формат: pdf (ocr)
Размер: 41 мб
Язык: русский

Н2О – простая в использовании и открытая библиотека, которая поддерживает большое количество операционных систем и языков программирования, а также масштабируется для обработки больших данных. Эта книга научит вас использовать алгоритмы машинного обучения, реализованные в Н2О, с упором на наиболее важные для продуктивной работы аспекты.