-
Practicing Trustworthy Machine Learning. Consistent, Transparent, and Fair AI Pipelines
With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robust, less biased, and more explainable. Authors Yada Pruksachatkun, Matthew McAteer, and Subhabrata Majumdar translate best practices in the academic literature for curating datasets and building models into a blueprint for building industry-grade trusted ML systems. With this book, engineers and data scientists will gain a much-needed foundation for releasing trustworthy ML applications into a noisy, messy, and often hostile world.
-
Architectural Patterns and Techniques for Developing IoT Solutions
This book is a comprehensive guide to building, deploying, and evolving software-intensive systems for IoT. You will find here solid, pragmatic advice on how to design such systems, how to evaluate them, and how to deliver them. Three things in particular delight me about this book: there is a clear emphasis on design patterns; broad coverage across problem domains, from manufacturing and agriculture to cities and beyond; and coverage of the connection of IoT systems to contemporary developments in artificial intelligence.
-
Hands-On Network Programming with C# and .NET Core
The book begins by introducing the core concepts of network programming, and what distinguishes this field of programming from other disciplines. After this, you will gain insights into concepts such as transport protocols, sockets and ports, and remote data streams, which will provide you with a holistic understanding of how network software fits into larger distributed systems. The book will also explore the intricacies of how network software is implemented in a more explicit context, by covering sockets, connection strategies such as Transmission Control Protocol (TCP) and User Datagram Protocol (UDP), asynchronous processing, and threads.
-
АГРОЭКОЛОГИЯ
Дарсликда биосферанинг экологик омиллари, биоценоз, экосистемапарнинг ҳолати, биосферанинг табиий бойликлари, қишлоқ хўжалик экосистемаларининг биологик маҳсулдорлиги, техноген омилларнинг таъсири, тупроқ ифлосланишида кимёлаштириш жараёнлари, Ўзбекистон- нинг ер фонди, қишлоқ хўжалик ерлари, тупроқнинг шўрланиши, эрозияга учраш даражаси, сабаблари, тупроқларнинг эдафик омиллари, унда учрайдиган организмлар, уларнинг экологик гуруҳлари ва аҳамияти, қиш- лоқ хўжалигида минерал ва органик ўгитларни қўллаш меъёрлари, ҳосил- дорликни ошириш, экологик тоза маҳсулот олишда, турли заҳарли кимёвий моддалардан фойдаланишда инсон саломатлигини сақлаш бораси да эҳтиёткорлик чора-тадбирларини кўриш, қишлоқ хўжалик экологи- ясининг асосий йўналишлари баён этилган.
-
Programming PyTorch for Deep Learning
This book is here to help you get your job done. In general, if example code is offered with this book, you may use it in your programs and documentation. You do not need to contact us for permission unless you’re reproducing a significant portion of the code. For example, writing a program that uses several chunks of code from this book does not require permission. Selling or distributing a CD-ROM of examples from O’Reilly books does require permission. Answering a question by citing this book and quoting example code does not require permission. Incorporating a signifi‐ cant amount of example code from this book into your product’s documentation does require permission.
-
Programming Scala
This book is here to help you get your job done. In general, you may use the code in this book in your programs and documentation. You do not need to contact us for permission unless you’re reproducing a significant portion of the code. For example, writing a program that uses several chunks of code from this book does not require permission. Selling or distributing examples from O’Reilly books does require per‐ mission. Answering a question by citing this book and quoting example code does not require permission. Incorporating a significant amount of example code from this book into your product’s documentation does require permission.
-
Programming the Internet of Things
This book was primarily written as a teaching guide for my Connected Devices course at Northeastern University, and for any students interested in learning how to program IoT solutions. While it’s structurally focused on assisting students and prac‐ titioners, it can also be helpful for those interesting in learning more about IoT con‐ cepts and principles.
-
Propeller Programming
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
-
Python for Data Analysis
This book is here to help you get your job done. In general, if example code is offered with this book, you may use it in your programs and documentation. You do not need to contact us for permission unless you’re reproducing a significant portion of the code. For example, writing a program that uses several chunks of code from this book does not require permission.
-
Python Data Science Handbook
This is a book about doing data science with Python, which immediately begs the question: what is data science? It’s a surprisingly hard definition to nail down, espe‐ cially given how ubiquitous the term has become. Vocal critics have variously dis‐ missed it as a superfluous label (after all, what science doesn’t involve data?) or a simple buzzword that only exists to salt resumes and catch the eye of overzealous tech recruiters.
-
Qt 6 QML
This book provides you with a walk through of the different aspects of application development using the new Qt 6. It focuses on the Qt Quick technology, but also provides necessary information about writing C++ back-ends and extensions for Qt Quick. This chapter shall provide a high-level overview of Qt 6. It shows the different application models available for developers, as well as a showcase application, as a sneak preview of things to come. Additionally, the chapter aims to provide a wide overview of the Qt content and how to get in touch with the makers of Qt the Qt Company.
-
The Chidra book
This book would not have been possible without the help and support of the extremely professional staff at No Starch Press. Bill Pollock and Barbara Yien supported our goal of creating a book about Ghidra that aligned with our vision and we deeply appreciate their confidence in us throughout this journey.
-
Агроэкология
Царсликда биосферанинг экологик омиллари, биоценоз, экосистема- ларнинг ропати, биосферанинг табиий бойликлари, %шилоц хржалик эко- системаларининг биологик ма^сулдорлиги, техноген омилларнинг таь- сири, тупроц ифлосланишида кимёлаштириш жараёнлари, Фэбекистон- нинг ер фонди, цишлоц хржалик ерлари, тупроцнинг шррланиши, эрозия- га учраш даражаси, сабаблари. тупроцларнинг эдафик омиллари, унда учрайдиган организмлар, уларнинг экологик гуру^лари ва а^амияти, циш- лоц хржалигида минерал ва органик ргитларни цуялаш меъёрлари, %осил- дорликни ошириш, экологик тоза мщсулот олишда, турли зщ арли ки- мёвий моддалардан фойдаланишда инсон саломатлигини сацлаш бораси- да э%тиёткорлик чора-тадбирларини крриш, цишлоц хржалик экологи- ясининг асосий йрналишлари баён этилган. Царслик фшлоц хржалик йрналишларига хос алий рцув юртларининг талабалари, рцитувчилар, магистрлар, аспирантлар, бободе^онлар, цишлоц хржалик ходимлари %амда кенг оммага мрлжалланган.
-
Единицы измерений
Множество единиц измерений, используемых на практике и встречающихся в научно-технической и учебной литературе, может быть определенным образом сведено в системы единиц. Научно обоснованная систематизация единиц измерений позволяет установить для каждого раздела физики (механики, электричества, оптики и т.д.) минимальное число единиц, однозначно выражающих все физические величины, рассматриваемые в данной области физики.
-
Рост монокристаллов
В книге рассматриваются основы теории роста кристаллов и важнейшие методы выращивания монокристаллов, применяемых в науке и технике, в частности в полупроводниковой электронике и лазерной технике. Книга рассчитана на специалистов по выращиванию кристаллов, а также на студентов старших курсов и аспирантов физических, физико-технических, химических и геологических специальностей.
-
Fundamentals of Wireless Communication
The writing of this book was prompted by two main developments in wireless communications in the past decade. First is the huge surge of research activities in physical-layer wireless communication theory. While this has been a subject of study since the 60's, recent developments in the field, such as opportunistic and multi-input multi-output (MIMO) communication techniques, have brought completely new perspectives on how to communicate over wireless channels. Second is the rapid evolution of wireless systems, particularly cellular networks, which embody communication concepts of increasing sophistication. This evolution started with second-generation digital standards, particularly the IS-95 Code Division Multiple Access standard, and continuing onto more recent third-generation systems focusing on data applications. This book aims to present the modern wireless communication concepts in a coherent and unified manner and to illustrate the concepts in the broader context of the wireless systems on which they have been applied.