Название: Tree-Based Methods for Statistical Learning in R: A Practical Introduction with Applications in R
Автор: Brandon M. Greenwell
Издательство: CRC Press
Год: 2022
Страниц: 405
Язык: английский
Формат: pdf (true)
Размер: 29.1 MB

Tree-based Methods for Statistical Learning in R provides a thorough introduction to both individual decision tree algorithms (Part I) and ensembles thereof (Part II). Part I of the book brings several different tree algorithms into focus, both conventional and contemporary. Building a strong foundation for how individual decision trees work will help readers better understand tree-based ensembles at a deeper level, which lie at the cutting edge of modern statistical and Machine Learning (ML) methodology. The book follows up most ideas and mathematical concepts with code-based examples in the R statistical language; with an emphasis on using as few external packages as possible. For example, users will be exposed to writing their own random forest and gradient tree boosting functions using simple for loops and basic tree fitting software (like rpart and party/partykit), and more. The core chapters also end with a detailed section on relevant software in both R and other opensource alternatives (e.g., Python, Spark, and Julia), and example usage on real data sets. While the book mostly uses R, it is meant to be equally accessible and useful to non-R programmers.

Название: Cybersecurity: A Practical Engineering Approach
Автор: Henrique M. D. Santos
Издательство: CRC Press
Серия: Chapman & Hall/CRC Textbooks in Computing
Год: 2022
Страниц: 341
Язык: английский
Формат: pdf (true), epub
Размер: 16.9 MB

Cybersecurity: A Practical Engineering Approach introduces the implementation of a secure cyber architecture, beginning with the identification of security risks. It then builds solutions to mitigate risks by considering the technological justification of the solutions as well as their efficiency. The process follows an engineering process model. Each module builds on a subset of the risks, discussing the knowledge necessary to approach a solution, followed by the security control architecture design and the implementation. Kerberos is a network authentication protocol, aiming to achieve strong authentication using secret-key cryptography, in a local network environment with shared services. In fact, it embraces several sub protocols to accomplish that goal. Pentest (short for Penetration Test, and also referred to by Ethical Hacking) is a fundamental activity in Cybersecurity, aiming to test a computerized system against possible failures resulting from simulated malicious activity.

Название: Traditional Dyeing
Автор: Lynn Huggins-Cooper
Издательство: Pen and Sword
ISBN: 1526724561
Год: 2022
Формат: True PDF, EPUB
Страниц: 130
Размер: 16,8 МБ
Язык: Английский

This book offers a whistle-stop guide to the history of dyeing. The story begins in prehistory when people discovered and used the glory of colors created by earth pigments, plants and more. We move through history from the medieval dye gardens to the horrors of chemical dyes from the Victorian era that damaged watercourses, created pollution and caused terrible sickness and untold deaths.

Название: Стать фениксом
Автор: Екатерина Анифер
Язык: русский
Издательство: Самиздат
Год: 2022
Страниц: 230
Формат: pdf
Размер: 10 Мб

Когда-то давно, в другой жизни, ее звали Лика. Она была обычной девочкой, которой не посчастливилось оказаться прикованной к инвалидному креслу. В этой новой жизни она могла ходить, но очутилась явно не на Земле. Куда может податься ребенок, совершенно не привыкший к выживанию на улицах враждебного города? Если только на бесплатное обучение в академию, информацию о наборе в которую судьба или чья-то воля подбрасывают прямо в руки.

Название: The Pain d'Avignon Baking Book: A War, An Unlikely Bakery, and a Master Class in Bread
Автор: Uliks Fehmiu, Kathleen Hackett
Издательство: ‎Avery
ISBN: 0525536116
Год: 2022
Формат: EPUB
Страниц: 352
Размер: 183,8 МБ
Язык: Английский

Five-star bread and pastry recipes, and a tale of adventure, from an iconic East Coast bakery. A good loaf of bread has the power to bring—and keep—people together, wherever they may be. In a journey that started in Belgrade amid the beginnings of war, and continued in America, four friends tested this philosophy to the extreme: They began a new life and opened a tiny bakery together on Cape Cod. Working hectic, twenty-four-hour days, while living all together in a loft above their business and making it all up as they went along, the founders of Pain D’Avignon quickly became one of the first highly acclaimed purveyors of artisanal bread in the Northeast.

Название: Time Series for Data Science: Analysis and Forecasting
Автор: Wayne A. Woodward, Bivin P. Sadler, Stephen D. Robertson
Издательство: CRC Press
Год: 2022
Страниц: 529
Язык: английский
Формат: pdf (true), epub
Размер: 63.8 MB

Data Science students and practitioners want to find a forecast that “works” and don’t want to be constrained to a single forecasting strategy, Time Series for Data Science: Analysis and Forecasting discusses techniques of ensemble modelling for combining information from several strategies. Covering time series regression models, exponential smoothing, Holt-Winters forecasting, and Neural Networks. It places a particular emphasis on classical ARMA and ARIMA models that is often lacking from other textbooks on the subject. For software choice, we have created an R package tswge, which is available on CRAN to accompany this book. Because of the clearly described R syntax, students should not be required to have previous knowledge of R. The number of examples and the focus on participation by the reader to enter the provided R code will ground the students with the necessary R coding skills. In fact, this textbook could be a resource for an introductory course in R programming with time series applications.

Название: С архимагом в голове. Цикл из 3 книг
Автор: Макс Крынов
Издательство: Самиздат
Жанр: Боевое фэнтези, РеалРПГ
Год: 2022
Язык: Русский
Формат: fb2, rtf
Размер файла: 11.1 Мб

Если вы с ностальгией скучаете по временам, когда архимаги были мощнее, из-за грани с легкостью призывались инфернальные сущности, а Гендальф был молодым и наивным, эта книга для вас.

Название: Hungry Girl Simply Comfort: Feel-Good Favorites for Your Slow Cooker & Air Fryer
Автор: Lisa Lillien
Издательство: St. Martin's Griffin
Год: 2022
Формат: EPUB
Размер: 43 Мб
Язык: английский / English

From the #1 New York Times bestselling author Lisa Lillien, Hungry Girl Simply Comfort is a cookbook completely dedicated to healthy comfort food made in an air fryer or slow cooker―all under 400 calories! From the author of the bestselling Hungry Girl cookbook series, this new recipe collection is a must for anyone who loves decadent comfort food without the excess calories and unhealthy ingredients. Fully illustrated with a four-color photo of every recipe included!

Название: The Stay At Home Chef Family Favorites Cookbook
Автор: Rachel Farnsworth
Издательство: Alpha
Год: 2022
Формат: EPUB
Размер: 200 Мб
Язык: английский / English

Rachel Farnsworth, also known as The Stay-at-Home Chef, has long been known by her fans and followers as someone who is relatable and down-to-earth, but her recipes are what really make people fans. The Stay-at-Home Chef Family Favorites Cookbook is a complete cookbook that includes all of Rachel’s family and fan favorites. Featuring traditional favorites like smothered pork chops and baked meatloaf as well as less-traditional favorites like lasagna-stuffed chicken and brown butter garlic angel hair pasta, this complete cookbook will cover every meal for every occasion -- from breakfast to dinner and everything in between. With recipes for main dishes along with salads, sides, breads, soups and stews, as well as cakes, cookies, and other sweet treats, current fans and new followers alike will find everything they expect from one of YouTube's most popular home cooks.

Название: The Many Lives of the First Emperor of China
Автор: Anthony J. Barbieri-Low
Издательство: University of Washington Press
ISBN: ‎0295750227
Год: 2022
Формат: EPUB
Страниц: 337
Размер: 61,2 МБ
Язык: Английский

Ying Zheng, founder of the Qin empire, is recognized as a pivotal figure in world history, alongside other notable conquerors such as Alexander the Great, Genghis Khan, and Julius Caesar. His accomplishments include conquest of the warring states of ancient China, creation of an imperial system that endured for two millennia, and unification of Chinese culture through the promotion of a single writing system.