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 Название: Hybrid Intelligent Systems for Information Retrieval
Автор: Anuradha D. Thakare, Shilpa Laddha, and Ambika Pawar
Издательство: CRC Press
Год: 2023
Страниц: 253
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Hybrid Intelligent Systems for Information Retrieval covers three areas along with the introduction to Intelligent IR, i.e., Optimal Information Retrieval Using Evolutionary Approaches, Semantic Search for Web Information Retrieval, and Natural Language Processing for Information Retrieval. This book covers the architectures of modern information systems pertaining to structured and unstructured data retrieval, and there is a detailed discussion on how to develop computational models for retrieval systems. It describes evolutionary approaches for optimal information retrieval and the design of hybrid intelligent information retrieval systems for various applications. The focus is on three key areas: Optimality in Information Retrieval with Evolutionary Algorithms, Semantic Web Information Retrieval, and Natural Language Processing for Information Retrieval. Deep learning methods have proven applicability in information retrieval (IR). Deep learning models eliminate human bias for feature or relevance measure and make it more efficient. Deep learning has a lot of potential to improvise IR. Recurrent neural networks (RNNs) are highly efficient with an internal memory, and it has the most promising algorithms. | |
Разместил: Ingvar16 16-09-2022, 13:30 | Комментарии: 0 | Подробнее
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 Название: Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence
Автор: Akshay Kore
Издательство: Apress
Год: 2022
Страниц: 478
Язык: английский
Формат: pdf (true)
Размер: 13.8 MB
User Experience (UX) design practices are evolving as more and more software products incorporate Machine Learning (ML) components and Artificial Intelligence (AI) algorithms at their core. AI brings a fundamental shift to how we design products. Instead of programming a system to do a specific action, AI teams are responsible for curating outcomes based on algorithms and large amounts of data. AI systems are dynamic, they change over time, and their user experience needs to adapt to this change. The complexity of these systems requires deeper collaborations with various disciplines. The dynamic nature of AI systems calls for a shift in how we think about designing intelligent products and how we work, communicate and collaborate within teams. 'Designing Human-Centric AI Experiences' will explore this problem and address the challenges and opportunities in UX design for AI/ML systems. We look at best practices for designers, managers, and product creators and describe how individuals from non-technical backgrounds can collaborate effectively with AI and Machine learning teams. | |
Разместил: Ingvar16 16-09-2022, 13:12 | Комментарии: 0 | Подробнее
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 Название: SAP Enterprise Architecture: A Blueprint for Executing Digital Transformation
Автор: Sheunopa Chalmers Musukutwa
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 223
Размер: 10 Mb
Язык: English
The book introduces enterprise architecture, the role it plays in executing successful business strategy, and its application in SAP. A detailed step-by-step guide teaches you how to utilize SAP Enterprise Architecture Designer to model the four key areas: business, data, landscape, and requirements. Executives will gain insight into the considerations that will aid them in building their digital transformation road map while remaining agile to adapt to unforeseen circumstances. and adapting to the new normal. SAP partners and consultants will find their place in SAP’s future.
By the end of this book, you will learn what SAP enterprise architecture is and how to develop it along with its best practices. | |
Разместил: vitvikvas 16-09-2022, 11:04 | Комментарии: 0 | Подробнее
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 Название: MATLAB Statistics and Machine Learning Toolbox User’s Guide (R2022b)
Автор: MathWorks
Издательство: MathWorks
Год: 2022
Формат: PDF
Страниц: 10860
Размер: 58,7 Mb
Язык: English
Statistics and Machine Learning Toolbox provides functions and apps to describe, analyze, and model data. You can use descriptive statistics, visualizations, and clustering for exploratory data analysis, fit probability distributions to data, generate random numbers for Monte Carlo simulations, and perform hypothesis tests. Regression and classification algorithms let you draw inferences from data and build predictive models either interactively, using the Classification and Regression Learner apps, or programmatically, using AutoML.
For multidimensional data analysis and feature extraction, the toolbox provides principal component analysis (PCA), regularization, dimensionality reduction, and feature selection methods that let you identify variables with the best predictive power.
The toolbox provides supervised, semi-supervised and unsupervised machine learning algorithms, including support vector machines (SVMs), boosted decision trees, k-means, and other clustering methods. You can apply interpretability techniques such as partial dependence plots and LIME, and automatically generate C/C++ code for embedded deployment. Many toolbox algorithms can be used on data sets that are too big to be stored in memory. | |
Разместил: vitvikvas 16-09-2022, 10:21 | Комментарии: 0 | Подробнее
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 Название: Programming Fundamentals Using MATLAB
Автор: Michael Weeks PhD
Издательство: Mercury Learning & Information
Год: 2020
Формат: PDF
Страниц: 581
Размер: 10 Mb
Язык: English
This book covers the MATLAB syntax and the environment suitable for someone with no programming background. The first four chapters present information on basic MATLAB programming including computing terminology, MATLAB specific syntax and control structures, operators, arrays and matrices. The next cluster covers grouping data, working with files, making images, creating graphical user interfaces, experimenting with sound, and the debugging environment. The final three chapters contain case studies on using MATLAB and other tools and devices (e.g., Arduino, Linux, Git, Mex, etc.) important for basic programming knowledge. Companion files with code and 4 color figures are on the disc or available from the publisher. | |
Разместил: vitvikvas 16-09-2022, 09:24 | Комментарии: 0 | Подробнее
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 Название: Computer Graphics Programming in OpenGL with C++, 2nd Edition
Автор: V. Scott Gordon, John Clevenger
Издательство: Mercury Learning and Information
Год: 2021
Формат: PDF
Страниц: 535
Размер: 13,8 Mb
Язык: English
This new edition provides step-by-step instruction on modern 3D graphics shader programming in OpenGL with C++, along with its theoretical foundations. It is appropriate both for computer science graphics courses, and for professionals interested in mastering 3D graphics skills. It has been designed in a 4-color, “teach-yourself” format with numerous examples that the reader can run just as presented. Every shader stage is explored, from the basics of modeling, textures, lighting, shadows, etc., through advanced techniques such as tessellation, normal mapping, noise maps, as well as new chapters on simulating water, stereoscopy, and ray tracing. Includes companion files with code, object models, figures, and more. | |
Разместил: vitvikvas 16-09-2022, 08:53 | Комментарии: 0 | Подробнее
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 Название: Python 3 and Data Analytics Pocket Primer
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2021
Формат: True PDF
Страниц: 258
Размер: 10 Mb
Язык: English
As part of the best-selling Pocket Primer series, this book is designed to introduce the reader to the basic concepts of data analytics using Python 3. It is intended to be a fast-paced introduction to some basic features of data analytics and also covers statistics, data visualization, and data cleaning. The book includes numerous code samples using NumPy, Pandas, Matplotlib, Seaborn, and features an appendix on regular expressions. Companion files with source code and color figures are available for downloading with Amazon proof of purchase by writing to info@merclearning.com. | |
Разместил: vitvikvas 16-09-2022, 08:18 | Комментарии: 0 | Подробнее
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 Название: Mastering Rust: A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Формат: True PDF
Страниц: 319
Размер: 22,1 Mb
Язык: English
Mastering Rust helps the reader master the powerful Rust programming language for creating stable and versatile applications and projects. Rust is a dependable and robust programming language that was created with today’s needs in mind, which is something that several other scripting languages lack. Rust was developed to provide high functions comparable to those of C and C++, and with a focus on code integrity, which is, arguably, lacking in languages such as C. Rust is a dynamically typed language that emphasizes performance and reliability, particularly in parallelism and storage organization. Rust allows you to store data on the tower or the shedload, and it recognizes the importance of performance optimization. It permits even more effective memory usage as well as faster memory management than most other programming languages in its league. | |
Разместил: vitvikvas 16-09-2022, 06:43 | Комментарии: 0 | Подробнее
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 Название: Взлом. Приемы, трюки и секреты хакеров. Версия 2.0
Автор: Павел Шалин (Рук. пр.)
Издательство: БXВ
Год: 2022
Формат: True PDF
Страниц: 274
Размер: 37,8 Mb
Язык: Русский
В сборнике избранных статей из журнала «Хакер» описана технология инжекта шелл-кода в память KeePass с обходом антивирусов, атака ShadowCoerce на Active Directory, разобраны проблемы heap allocation и эксплуатация хипа уязвимого SOAP-сервера на Linux. Рассказыва-ется о способах взлома протекторов Themida, Obsidium, .NET Reactor, Java-приложений с по-мощью dirtyJOE, программ fat binary для macOS с поддержкой нескольких архитектур. Даны примеры обхода Raw Security и написания DDoS-утилиты для Windows, взлома компьютер-ной игры и написания для нее трейнера на языке C++. Описаны приемы тестирования прото-колов динамической маршрутизации OSPF и EIGRP, а также протокола DTP. Подробно рас-смотрена уязвимость Log4Shell и приведены примеры ее эксплуатации. | |
Разместил: vitvikvas 16-09-2022, 06:32 | Комментарии: 0 | Подробнее
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 Название: Prometheus: Up & Running: Infrastructure and Application Performance Monitoring, 2nd Edition (Early Release)
Автор: Julien Pivotto, Brian Brazil
Издательство: O’Reilly Media, Inc.
Год: 2022-09-15
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB
Get up to speed with Prometheus, the metrics-based monitoring system used in production by tens of thousands of organizations. This updated second edition provides site reliability engineers, Kubernetes administrators, and software developers with a hands-on introduction to the most important aspects of Prometheus, including dashboarding and alerting, direct code instrumentation, and metric collection from third-party systems with exporters. | |
Разместил: Ingvar16 16-09-2022, 01:35 | Комментарии: 0 | Подробнее
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