Название: Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications
Автор: Siddhartha Bhattacharyya, Paramartha Dutta
Издательство: ‎Academic Press, Elsevier
Год: 2021
Страниц: 403
Язык: английский
Формат: pdf (true)
Размер: 44.0 MB

Computational Intelligence (CI) is a subset of Artificial Intelligence. The field of Computational Intelligence has grown tremendously over that past five years, thanks to evolving soft computing and Artificial Intelligent (AI) methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of Computational Intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few.

Название: Multi-access Edge Computing: Software Development at the Network Edge
Автор: Dario Sabella
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 416
Размер: 22 Mb
Язык: English

The textbook covers the main aspects of Edge Computing, from a thorough look at the technology to the standards and industry associations working in the field. The book is conceived as a textbook for graduate students but also functions as a working guide for developers, engineers, and researchers. The book aims not only at providing a comprehensive technology and standard reference overview for students, but also useful research insights and practical exercises for edge software developers and investigators in the area (and for students looking to apply their skills).

Название: Handbook of Mobile Application Development: a Guide to Selecting the Right Engineering and Quality Features
Автор: Mohamed Sarrab, Hafedh Al-Shihi, Naveen Safia
Издательство: Bentham Science Publishers
Год: 2021
Страниц: 114
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This handbook is a concise yet complete guide to fundamental engineering requirements and quality characteristics that users, developers, and marketers of mobile applications should be aware of. It provides detailed definitions and descriptions of eight key software application features that are integral to the overall design and user experience goals, and which may often overlap with certain functionalities and leave novice developers confused. Readers will also learn about how to optimize the listed features to tailor their applications to the needs of their users.

Название: Behavioral Data Analysis with R and Python: Customer-Driven Data for Real Business Results
Автор: Florent Buisson
Издательство: O’Reilly Media
Год: 2021
Формат: True (PDF, ePUB)
Страниц: 360
Размер: 12,5 Mb, 10 Mb
Язык: English

Harness the full power of the behavioral data in your company by learning tools specifically designed for behavioral data analysis. Common data science algorithms and predictive analytics tools treat customer behavioral data, such as clicks on a website or purchases in a supermarket, the same as any other data. Instead, this practical guide introduces powerful methods specifically tailored for behavioral data analysis.

Название: Earth Systems Data Processing and Visualization Using MATLAB
Автор: Zekai Sen
Издательство: Springer
Год: 2020
Формат: PDF
Страниц: 284
Размер: 18.6 MB
Язык: English

This book is designed to provide easy means of problem solving based on the science philosophical and logical rules that lead to effective and reliable software at the service of professional earth system scientists through numerical scientific computation techniques. Through careful examination of software illuminated by brief scientific explanations given in the book the reader may develop his/her skills of computer program writing.

Название: Reinforcement Learning: Industrial Applications of Intelligent Agents, 1st Edition
Автор: Phil Winder, Ph.D.
Издательство: O'Reilly Media
Год: 2021
Страниц: 408
Язык: английский
Формат: pdf (true), epub
Размер: 18.8 MB, 10.1 MB

Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to learn by reinforcementand enable a machine to learn by itself.

Название: Qiskit Pocket Guide: Quantum Development with Qiskit (Early Release)
Автор: James L. Weaver
Издательство: O’Reilly Media, Inc.
Год: 2021-08-13
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This pocket guide provides software developers with a quick reference to Qiskit, an open source SDK for working with quantum computers. Packed with helpful programming examples, tables, figures, and lists, this handy book helps you find the information you need to develop and debug quantum programs. Whether you're focused on business, engineering, or scientific applications, you'll learn how to choose and apply the appropriate Qiskit classes, methods, and functions. You'll also learn how to use the latest version of the Open Quantum Assembly Language, OpenQASM 3.0.

Название: Machine Learning
Автор: Zhi-Hua Zhou
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 460
Размер: 10 Mb
Язык: English

Machine Learning, a vital and core area of artificial intelligence (AI), is propelling the AI field ever further and making it one of the most compelling areas of computer science research. This textbook offers a comprehensive and unbiased introduction to almost all aspects of machine learning, from the fundamentals to advanced topics

Название: Build Location-Based Projects for iOS: GPS, Sensors, and Maps
Автор: Dominik Hauser
Издательство: Pragmatic Bookshelf
Год: 2020
Формат: True PDF, ePUB
Страниц: 153
Размер: 13 Mb, 10 Mb
Язык: English

Coding is awesome. So is being outside. With location-based iOS apps, you can combine the two for an enhanced outdoor experience. Use Swift to create your own apps that use GPS data, read sensor data from your iPhone, draw on maps, automate with geofences, and store augmented reality world maps. You'll have a great time without even noticing that you're learning. And even better, each of the projects is designed to be extended and eventually submitted to the App Store. Explore, share, and have fun.

Название: Genetic Algorithms in Elixir: Solve Problems Using Evolution
Автор: Sean Moriarity
Издательство: Pragmatic Bookshelf
Год: 2021
Формат: True PDF, ePUB
Страниц: 235
Размер: 17 Mb
Язык: English

From finance to artificial intelligence, genetic algorithms are a powerful tool with a wide array of applications. But you don't need an exotic new language or framework to get started; you can learn about genetic algorithms in a language you're already familiar with. Join us for an in-depth look at the algorithms, techniques, and methods that go into writing a genetic algorithm. From introductory problems to real-world applications, you'll learn the underlying principles of problem solving using genetic algorithms.