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Название: Fundamentals of Optimization Techniques with Algorithms
Автор: Sukanta Nayak
Издательство: Academic Press
Год: 2020
Формат: true pdf/epub
Страниц: 322
Размер: 20 Mb
Язык: English

Optimization is a key concept in mathematics, computer science, and operations research, and is essential to the modeling of any system, playing an integral role in computer-aided design. Fundamentals of Optimization Techniques with Algorithms presents a complete package of various traditional and advanced optimization techniques along with a variety of example problems, algorithms and MATLAB© code optimization techniques, for linear and nonlinear single variable and multivariable models, as well as multi-objective and advanced optimization techniques. It presents both theoretical and numerical perspectives in a clear and approachable way. In order to help the reader apply optimization techniques in practice, the book details program codes and computer-aided designs in relation to real-world problems.

Название: Beginning MLOps with MLFlow Deploy Models in AWS SageMaker, Google Cloud, and Microsoft Azure
Автор: Sridhar Alla, Suman Kalyan Adari
Издательство: Apress
Год: 2020
Формат: true pdf/epub
Размер: 21.3 Mb
Язык: English

Integrate MLOps principles into existing or future projects using MLFlow, operationalize your models, and deploy them in AWS SageMaker, Google Cloud, and Microsoft Azure. ?This book guides you through the process of data analysis, model construction, and training.

Название: Android Studio 4.1 Development Essentials - Java Edition
Автор: Neil Smyth
Издательство: Payload Media, Inc
Год: 2020
Формат: EPUB
Страниц: 810
Размер: 13 Mb
Язык: English

Fully updated for Android Studio 4.1, Android 11 (R), Android Jetpack and the modern architectural guidelines and components, the goal of this book is to teach the skills necessary to develop Android-based applications using the Java programming language.
An overview of Android Studio is included covering areas such as tool windows, the code editor and the Layout Editor tool. An introduction to the architecture of Android is followed by an in-depth look at the design of Android applications and user interfaces using the Android Studio environment.

Название: Android Studio 4.1 Development Essentials - Kotlin Edition
Автор: Neil Smyth
Издательство: Payload Media
Год: 2020
Формат: EPUB
Страниц: 822
Размер: 12 Mb
Язык: English

Fully updated for Android Studio 4.1, the goal of this book is to teach the skills necessary to develop Android based applications using the Kotlin programming language.
Beginning with the basics, this book provides an outline of the steps necessary to set up an Android development and testing environment followed by an introduction to programming in Kotlin including data types, flow control, functions, lambdas and object-oriented programming.
An overview of Android Studio is included covering areas such as tool windows, the code editor and the Layout Editor tool. An introduction to the architecture of Android is followed by an in-depth look at the design of Android applications and user interfaces using the Android Studio environment.

Название: Transdisciplinary Perspectives on Risk Management and Cyber Intelligence
Автор: Luisa Dall'Acqua, Irene Maria Gironacci
Издательство: IGI Global
Год: 2021
Страниц: 300
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The emergence of Artificial Intelligence (AI) has created a vast amount of advancements within various professional sectors and has transformed the way organizations conduct themselves. The implementation of intelligent systems has assisted with developing traditional processes including decision making, risk management, and security. An area that requires significant attention and research is how these companies are becoming accustomed to computer intelligence and applying this technology to their everyday practices. According to various surveys conducted, regardless of how many studies in software development projects have been done, the chance that software development projects may fail remains very high. A relatively new approach to the problem of failure is using the concept of Artificial Intelligence to help automate a certain part(s) of the projects in order to minimize the issue.

Название: Natural Language Processing for Global and Local Business
Автор: Fatih Pinarbasi, M. Nurdan Taskiran
Издательство: IGI Global
Год: 2021
Страниц: 477
Язык: английский
Формат: pdf (true)
Размер: 10.9 MB

Natural Language Processing has attracted the attention of scholars since last century. Thanks to the developments in computer technology and digitalisation of text materials, linguists have found ample resources to study on. Programming languages have recently been enriched by special NLP libraries and third-party tools have been available for the use of NLP analyses. These developments may suggest that things are much easier than they were before. On the contrary, these developments have increased the research appetite and enthused scholars to study more challenging subjects.

Название: Challenges and Applications for Implementing Machine Learning in Computer Vision
Автор: Ramgopal Kashyap, A.V. Senthil Kumar
Издательство: IGI Global
Год: 2020
Страниц: 314
Язык: английский
Формат: pdf (true)
Размер: 14.7 MB

Machine Learning allows for non-conventional and productive answers for issues within various fields, including problems related to visually perceptive computers. Applying these strategies and algorithms to the area of computer vision allows for higher achievement in tasks such as spatial recognition, big data collection, and image processing. There is a need for research that seeks to understand the development and efficiency of current methods that enable machines to see. Challenges and Applications for Implementing Machine Learning in Computer Vision is a collection of innovative research that combines theory and practice on adopting the latest deep learning advancements for machines capable of visual processing.

Название: Deep Learning Applications and Intelligent Decision Making in Engineering (Advances in Computational Intelligence and Robotics)
Автор: Karthikrajan Senthilnathan (Author, Editor), Balamurugan Shanmugam (Editor), Dinesh Goyal (Editor), Iyswarya Annapoorani (Editor), Ravi Samikannu (Editor)
Издательство: IGI Global
Год: 2021
Формат: True PDF
Страниц: 349
Размер: 20.9 Mb
Язык: English

Deep learning includes a subset of machine learning for processing the unsupervised data with artificial neural network functions. The major advantage of deep learning is to process big data analytics for better analysis and self-adaptive algorithms to handle more data. When applied to engineering, deep learning can have a great impact on the decision-making process.

Название: Beginning Game AI with Unity: Programming Artificial Intelligence with C#
Автор: Sebastiano M. Cossu
Издательство: Apress
Год: 2021
Формат: true pdf/rtf
Страниц: 150
Размер: 12.4 Mb
Язык: English

Game developers will use this book to gain a basic knowledge of programming artificial intelligence using Unity and C#. You will not be bored learning the theory underpinning AI. Instead, you will learn by experience and practice, and complete an engaging project in each chapter.

Автор: Маккинни У.
Название: Python и анализ данных
Издательство: ДМК Пресс
Год: 2020
Формат: djvu, pdf
Размер: 11.1 MB
Язык: русский

Книгу можно рассматривать как современное практическое введение в разработку научных приложений на Python, ориентированных на обработку данных. Описаны те части языка Python и библиотеки для него, которые необходимы для эффективного решения широкого круга аналитических задач: интерактивная оболочка IPython, библиотеки NumPy и pandas, библиотека для визуализации данных matplotlib и др.
Во втором издании код переписан под версию Python 3.6, добавлены сведения о последних версиях библиотек pandas, NumPy, IPython и Jupyter.
Издание идеально подойдет как аналитикам, только начинающим осваивать обработку данных, так и опытным программистам на Python, еще не знакомым с научными приложениями.