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Sequential Decision Analytics and Modeling: Modeling with Python

Автор: literator от 30-07-2023, 08:02, Коментариев: 0


Название: Sequential Decision Analytics and Modeling: Modeling with Python
Автор: Warren B Powell
Издательство: Now Publishers
Год: 2022
Страниц: 316
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Sequential decision problems arise in virtually every human process. They span finance, energy, transportation, health, e-commerce, and supply chains and include pure learning problems that arise in laboratory or field experiments. They even cover search algorithms to maximize uncertain functions. An important dimension of every problem setting is the need to make decisions in the presence of different forms of uncertainty and evolving information processes. The goal of this book is to enable readers to understand how to approach, model and solve a sequential decision problem. To that end, it uses a teach-by-example style to illustrate a modeling framework that can represent any sequential decision problem. The presentation should not require mathematics beyond what would be expected in a first course on probability and statistics. This said, the book is centered on showing how to describe sequential decision problems using notation that is precise enough that it can be the basis of computer software. Python modules accompany most of the chapters; these modules were written around the modeling framework that runs throughout the book. At the same time, any software package that simulates a sequential decision problem, regardless of how it is being solved, can be translated directly into the modeling framework we use. For this reason, we encourage readers to look at any piece of notation as a variable in a computer program.

Napkin Finance: Build Your Wealth in 30 Seconds or Less

Автор: harun54 от 30-07-2023, 07:57, Коментариев: 0


Название: Napkin Finance: Build Your Wealth in 30 Seconds or Less
Автор: Tina Hay
Издательство: Dey Street Books
Год: 2019
Формат: EPUB
Размер: 107 Мб
Язык: английский / English

A handy crash course in personal finance, Napkin Finance is the groundbreaking guide everyone needs to help them manage their money and feel more secure. Surveys have found that two thirds of Americans can’t pass a basic financial literacy test, and nine in ten believe personal finance should become a required high school course. Tina Hay understands the confusion. While attending Harvard Business School, she struggled to keep up with classmates–many of whom came from the banking world–when it came to understanding jargon and numbers-heavy concepts. Tina developed a visual learning strategy using sketches and infographics that helped her succeed in her studies and master even the most complex financial topics.

Trees, Shrubs & Hedges for Your Home, 4th Edition: Secrets for Selection and Care

Автор: harun54 от 30-07-2023, 07:28, Коментариев: 0


Название: Trees, Shrubs & Hedges for Your Home, 4th Edition: Secrets for Selection and Care
Автор: Editors of Creative Homeowner
Издательство: Creative Homeowner
Год: 2023
Формат: EPUB
Размер: 185 Мб
Язык: английский / English

Learn how to create and keep a stunning landscape! Landscape professionals regard trees, shrubs, and hedges as the "bones," or essential framework, of any landscape design. The trick is to select the best plants for your growing conditions that also look good together. A comprehensive guide to landscape design for homeowners, Trees, Shrubs & Hedges for Your Home, shows you how to do that and more, while also providing plant profiles and detailed descriptions of over 1,000 of the best plants to grow that are beautiful, low-maintenance, pest- and disease-resistant, and easily found at local nurseries and home centers.

Applications of Big Data and Artificial Intelligence in Smart Energy Systems: Volume 1

Автор: literator от 30-07-2023, 06:42, Коментариев: 0

Категория: КНИГИ » ОС И БД

Название: Applications of Big Data and Artificial Intelligence in Smart Energy Systems: Volume 1
Автор: Neelu Nagpal, Hassan Haes Alhelou, Pierluigi Siano, Sanjeevikumar Padmanaban
Издательство: River Publishers
Серия: River Publishers Series in Computing and Information Science and Technology
Год: 2023
Страниц: 318
Язык: английский
Формат: pdf (true)
Размер: 10.9 MB

This book covers smart grid applications of various big data analytics, Artificial Intelligence, and Machine Learning technologies for demand prediction, decision-making processes, policy, and energy management. The book delves into new technologies such as the Internet of Things, BlockChain for smart home solutions, and smart city solutions in depth in the context of modern power systems. Implementing Big Data science for better and safer operation is possible in the context of future smart energy system’s digitization and automation. Smart plugs, switches, devices, smart grids, smart appliances, phase measurement, field measurement, RTUs, sensors mounted on grid-level equipment (e.g., transformers and network switches), asset inventory, SCADA system, geographic information system (GIS), weather data, traffic data, and social media are all expected to become massive data sources. This book covers real-time monitoring, control, and automation utilizing AI to access and extract data features. Big Data analytics is an area that has shown promising results in handling complex problems such as electricity demand forecasting. This book chapter explores the advancements in forecasting techniques of electrical demand. These advancements are explored via survey of existing literature, demonstration of techniques, and a comparative analysis of performance of Machine Learning techniques. Machine Learning techniques, viz. linear regression (LR), polynomial regression (PR), ridge regression (RR), least absolute shrinkage and selection operator (LASSO) regression, decision tree regression (DTR), random forest regression (RFR), and K nearest neighbor regression (KNNR) are demonstrated and discussed.

ЕДА. Домашние заготовки № 8 2021

Автор: Tetyanka_ от 30-07-2023, 02:15, Коментариев: 0


Название: ЕДА. Домашние заготовки
Издательство: ООО "ИД «Кузя»"
Год/выпуск: № 8 (61) август, 2021
Страниц: 34
Формат: PDF
Размер: 47,72 Мб
Язык: русский

Журнал "ЕДА. Домашние заготовки" - это сборник лучших рецептов на разные случаи: сезонные рецепты различных заготовок овощей и фруктов, меню для праздничного стола, для вегетарианцев или постное меню, полезные советы по приготовлению оригинальных блюд, а также интересный сканворд.
Тема номера:«Помидорные разносолы. Фруктовое изобилие».

Зимівля звірів (Українська народна казка)

Автор: Tetyanka_ от 30-07-2023, 01:35, Коментариев: 0


Зимівля звірів (Українська народна казка)Название: Зимівля звірів (Українська народна казка)
Изд-во: "Веселка" / ВД "Пегас"
Год: 1969/ 1989/ 2023
К-во стр.: 16+16+12
Формат: pdf/djvu/doc
Размер: 45 Мб
Язык: українська

Найкращі казки зі скарбниці української літератури, що супроводжуються чудовими ілюстраціями, відкриють читачеві мудрий і чарівний світ казок і сподіваємось, стануть безцінними помічниками у залученні Вашої дитини до витоків рідної культури та прикрасять Вашу домашню бібліотеку.
Для дітей дошкільного віку.

Мотивы для объемной вышивки (2006)

Автор: magnum от 30-07-2023, 00:45, Коментариев: 0


Мотивы для объемной вышивки (2006)Название: Мотивы для объемной вышивки
Серия: Школа вышивки
Издательство: Ниола-Пресс
Год выхода: 2006
Страниц: 129
Формат: PDF
Язык: русский
Размер: 18,9 MB

Для любительниц вышивки не крестиком. Обстоятельный учебник по различным методам создания рисунка на ткани при помощи ниток. В книге вы найдете пошаговое описание и схемы по выполнению моделей для объемной вышивки с изображением растительного и животного мира, таких как "Сказочные грибы", "Веселый попугай", "Просторы Африки", "Рождественские колокольчики" и другие. Освоив основные техники, вы сможете создать и собственные шедевры.
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