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 Название: Explainable AI: Foundations, Methodologies and Applications
Автор: Mayuri Mehta, Vasile Palade , Indranath Chatterjee
Издательство: Springer
Год: 2023
Страниц: 273
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
This book presents an overview and several applications of explainable Artificial Intelligence (XAI). It covers different aspects related to explainable Artificial Intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and applications of explainable AI in health care, security surveillance, transportation, among other areas. The book is suitable for students and academics aiming to build up their background on explainable AI and can guide them in making machine/deep learning models more transparent. The book can be used as a reference book for teaching a graduate course on artificial intelligence, applied machine learning, or neural networks. | |
Разместил: Ingvar16 23-10-2022, 18:31 | Комментарии: 0 | Подробнее
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 Название: Learn NumPy Basics in Weekend Learning : NumPy Basics from Weekend Series
Автор: Hisham El-Amir
Издательство: Leanpub
Год: 2021-05-17 (Version 1.0.0)
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB
You will learn that NumPy has very efficient arrays that are easy to use due to the powerful indexing mechanism. This book describes some of the more advanced and tricky indexing techniques. This weekend, we will cover many fundamental operations of the NumPy. New NumPy-related developments seem to come to our attention every week, or maybe even daily. Also, what will you learn? You will learn that NumPy has very efficient arrays that are easy to use due to the powerful indexing mechanism. This chapter describes some of the more advanced and tricky indexing techniques. Also we will try to make an attempt to document the most essential methods that every NumPy user should know. NumPy has many methods—too many to even mention in this book! NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical methods to operate on these arrays. NumPy is famous for its efficient arrays. | |
Разместил: Ingvar16 23-10-2022, 15:35 | Комментарии: 0 | Подробнее
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 Название: C++ Lambda Story : Everything you need to know about Lambda Expressions in Modern C++! (2021)
Автор: Bartlomiej Filipek
Издательство: Leanpub
Год: 2021-07-25
Страниц: 157
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB
The Road to React: Your journey to master React.js in javascript - is a comprehensive and pragmatic yet concise React feat. Hooks book. In "The Road to React" you will learn about all the fundamentals of React.js with Hooks while building a full-blown React application step by step. While you create the React application, every chapter will introduce you to a new React key feature. However, there is more than only the fundamentals: The book dives into related topics (e.g. React with TypeScript, Testing, Performance Optimizations) and advanced feature implementations like client- and server-side searching. At the end of the book, you will have a fully working deployed React application. Core ConceptsPragmatic: Master React while building a complete application step by step. | |
Разместил: Ingvar16 23-10-2022, 14:54 | Комментарии: 0 | Подробнее
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 Название: javascript on AWS Lambda : How to use Node.js in a serverless architecture
Автор: Tamas Sallai
Издательство: Leanpub
Год: 2021-01-14
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.2 MB
The AWS Lambda service supports the Node.js runtime that makes it possible to run javascript code in the AWS cloud. This book is to teach you how to do it right, starting from the basics of how the Lambda service works through the configuration options and how programming for serverless is different, all to specific tools to help you. By the end of this book, you'll know the specific aspects of using javascript on AWS Lambda, the best practices, and the common pitfalls. The structure of the book follows a bottom-up approach. You'll learn the Lambda environment first, then how to configure javascript functions. After that, we'll move on to programming, then debugging. | |
Разместил: Ingvar16 23-10-2022, 14:38 | Комментарии: 0 | Подробнее
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 Название: Making Collapsing Blocks Browser Games Creating "Same Game" Mechanics for Phaser.js Gaming Frameworks v3.16+ & v2.x.x
Автор: Stephen Gose
Издательство: Leanpub
Год: 2021-05-29
Страниц: 149
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 23.6 MB
This workbook is intended to be a hands-on guide for HTML5 front-end game development with an emphasis on the Phaser javascript Gaming Framework — either v2.x.x or III. Yet, our game product and project management could apply to any game development framework! It’s not exclusive to the Phaser JS Gaming Framework. You'll also get bonus content, download examples, and source code references on how to do every single thing in this game design workbook, so you can copy and paste any examples into your own productions and then modify those resources for your own purposes. | |
Разместил: Ingvar16 23-10-2022, 14:01 | Комментарии: 0 | Подробнее
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 Название: Deep Learning with PyTorch : Step-by-Step A Beginner's Guide (2022)
Автор: Daniel Voigt Godoy
Издательство: Leanpub
Год: 2022-02-12 (v1.1.1)
Страниц: 1042
Язык: английский
Формат: pdf (true), epub
Размер: 55.0 MB
If you're looking for a book where you can learn about Deep Learning and PyTorch without having to spend hours deciphering cryptic text and code, and that's easy and enjoyable to read, this is it :-) PyTorch is the fastest-growing framework for developing deep learning models and it has a huge ecosystem. That is, there are many tools and libraries developed on top of PyTorch. It is the preferred framework in academia already and is making its way in the industry. This book aims to get you started with PyTorch while giving you a solid understanding of how it works. | |
Разместил: Ingvar16 23-10-2022, 13:34 | Комментарии: 0 | Подробнее
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 Название: Daily C++ Interview : Prepare yourself for your next interview one question a day
Автор: Sandor Dargo
Издательство: Leanpub
Год: 2022-09-05
Страниц: 284
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.2 MB
Daily C++ Interview is an around 150 day program and it offers you questions and coding problems organized around different topics, such as polymorphism, smart pointers, modern C++ best practices, etc. Some questions come back multiple times during the 5 months so that you better remember, yet there are more than 120 unique questions. I recommend you take a question every day, try to answer it on your own and then read the answer. The depth of the answers is limited due to space and time reasons, but for almost every question you get a list of references, so you’re more than welcome to continue the quest. This book helps you prepare for your next C++ interview if you are looking for an entry- or intermediate level position. | |
Разместил: Ingvar16 23-10-2022, 13:21 | Комментарии: 0 | Подробнее
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 Название: Embedded Software Design with Remote Temperature Sensing Example
Автор: David Clifton
Издательство: Leanpub
Год: 2021-05-07
Страниц: 117
Язык: английский
Формат: pdf (true), epub +code
Размер: 35.4 MB
This eBook demonstrates an orderly way of designing embedded software. It works pretty well after preliminary development activities are complete. This design approach is illustrated with a simple, fully implemented example system, including Arduino SAMD M0 source code. The example is an air temperature measurement device, which repeatedly outputs readings over Bluetooth LE. It sounds an alarm and outputs a warning message if the temperature goes above or below defined limits. It might be used in a sauna or with a hair dryer to make sure they don’t get too hot. It could also be used to alert the user when the temperature in a walk-in freezer, wine cellar, or refrigerator truck goes beyond the upper or lower limits. | |
Разместил: Ingvar16 23-10-2022, 04:30 | Комментарии: 0 | Подробнее
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 Название: Embedded Software Architecture
Автор: David Clifton
Издательство: Leanpub
Год: 2020-06-17
Язык: английский
Формат: pdf (true), epub
Размер: 35.9 MB
So you have good information about the new system hardware and requirements. You also have a collection of chip vendor libraries, compiler supported functions, previous generation software, and ideas for new code. How do you come up with a software architecture that can tie everything together to meet the system requirements? Somebody has to select existing source code, and make sure it is ok to use. Then he must modify, organize, and package it into objects compatible with the system hardware. Lastly, more software objects must be defined to tie it all together; and meet the system requirements. This organizational effort is called embedded software architecture. After the hardware design, system requirements, and safety analysis are mostly complete, beginning a software architecture is the first step in the design and coding of the software. | |
Разместил: Ingvar16 23-10-2022, 04:11 | Комментарии: 0 | Подробнее
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 Название: Data Structures and Algorithms for Job Interviews : Prep for the interview and get the job you want
Автор: Alejandro Garcia
Издательство: Leanpub
Год: 2020-08-15
Страниц: 152
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.2 MB
A collection of Python code solving some of the common Data Structures and Algorithms you might be expected to encounter at an interview process. Land the Software Engineer job you want by mastering one of the most challenging questions you might face during the interview. This book is a collection of Data Structures and Algorithms to train and win the Interview. Get ahead of the competition by solving a wide variety of coding problems! All the problems are solved in Python code. | |
Разместил: Ingvar16 23-10-2022, 03:13 | Комментарии: 0 | Подробнее
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