Название: Beginning Machine Learning in the Browser: Quick-start Guide to Gait Analysis with jаvascript and TensorFlow.js
Автор: Nagender Kumar Suryadevara
Издательство: Apress
Год: 2021
Формат: True (PDF, EPUB)
Страниц: 196
Размер: 14 Mb
Язык: English

Apply Artificial Intelligence techniques in the browser or on resource constrained computing devices. Machine learning (ML) can be an intimidating subject until you know the essentials and for what applications it works. This book takes advantage of the intricacies of the ML processes by using a simple, flexible and portable programming language such as jаvascript to work with more approachable, fundamental coding ideas.

Название: Practical C++20 Financial Programming: Problem Solving for Quantitative Finance, Financial Engineering, Business, and Economics
Автор: Carlos Oliveira
Издательство: Apress
Год: 2021
Формат: True (PDF, EPUB)
Страниц: 344
Размер: 10 Mb
Язык: English

Apply C++ to programming problems in the financial industry using this hands-on book, updated for C++20. It explains those aspects of the language that are more frequently used in writing financial software, including the Standard Template Library (STL), templates, and various numerical libraries. Practical C++20 Financial Programming also describes many of the important problems in financial engineering that are part of the day-to-day work of financial programmers in large investment banks and hedge funds. The author has extensive experience in the New York City financial industry that is now distilled into this handy guide.

Название: Математическое программирование
Автор: Кузнецов Ю. Н., Кузубов В. И., Волощенко А. Б.
Издательство: Высшая школа
Год: 1980
Формат: pdf
Страниц: 302
Размер: 72,3 Mb
Язык: Русский

В книге изложен курс математического программирования - линейное, нелинейное и динамическое программирование. Основной теоретический материал иллюстрирован примерами, упражнениями и задачами экономического характера.

Название: Machine Learning and Data Mining for Emerging Trend in Cyber Dynamics: Theories and Applications
Автор: Haruna Chiroma, Philippe Fournier-Viger
Издательство: Springer
Год: 2021
Страниц: 315
Язык: английский
Формат: pdf (true), epub
Размер: 32.9 MB

This book addresses theories and empirical procedures for the application of Machine Learning and data mining to solve problems in cyber dynamics. It explains the fundamentals of cyber dynamics, and presents how these resilient algorithms, strategies, techniques can be used for the development of the cyberspace environment such as: - cloud computing services; - cyber security; - data analytics; - disruptive technologies like blockchain. The book presents new Machine Learning and data mining approaches in solving problems in cyber dynamics. Basic concepts, related work reviews, illustrations, empirical results and tables are integrated in each chapter to enable the reader to fully understand the concepts, methodology, and the results presented. The book contains empirical solutions of problems in cyber dynamics ready for industrial applications.

Название: Automated Unit Testing with ABAP: A Practical Approach
Автор: James E. McDonough
Издательство: Apress
Год: 2021
Страниц: 395
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Write automated unit tests for the ABAP language. This book teaches programmers using simple examples and metaphors and explains the underlying concepts of writing effective automated unit tests. Many, if not most, ABAP programmers learned their programming and testing skills before the ABAP development environment provided an automated unit testing facility.

Название: MongoDB Performance Tuning: Optimizing MongoDB Databases and their Applications
Автор: Guy Harrison, Michael Harrison
Издательство: Apress
Год: 2021
Формат: EPUB, PDF
Страниц: 373
Размер: 17 Mb
Язык: English

Use this fast and complete guide to optimize the performance of MongoDB databases and the applications that depend on them. You will be able to turbo-charge the performance of your MongoDB applications to provide a better experience for your users, reduce your running costs, and avoid application growing pains. MongoDB is the world’s most popular document database and the foundation for thousands of mission-critical applications. This book helps you get the best possible performance from MongoDB.

Название: Deep Reinforcement Learning with Python: With PyTorch, TensorFlow and OpenAI Gym
Автор: Nimish Sanghi
Издательство: Apress
Год: 2021
Формат: EPUB, PDF
Страниц: 401
Размер: 21 Mb
Язык: English

Deep reinforcement learning is a fast-growing discipline that is making a significant impact in fields of autonomous vehicles, robotics, healthcare, finance, and many more. This book covers deep reinforcement learning using deep-q learning and policy gradient models with coding exercise.

Название: Artificial Intelligence Foundations : Learning from experience
Автор: Andrew Lowe, Steve Lawless
Издательство: BCS, The Chartered Institute for IT
Год: 2021
Страниц: 167
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

In alignment with BCS AI Foundation and Essentials certificates, this introductory guide provides the understanding you need to start building artificial intelligence (AI) capability into your organisation. You will learn how AI is being utilised today to support products, services, science and engineering, and how it is likely to be used in the future to balance the talents of humans and machines. You will explore robotics and machine learning within the context of AI, and discover how the challenges AI presents are being addressed. You will delve into the theory behind AI and machine learning projects, examining techniques for learning from data, the use of neural networks and why algorithms are so important in the development of a new AI agent or system.

Название: Security and Microservice Architecture on AWS (Early Release)
Автор: Gaurav Raje
Издательство: O’Reilly Media
Год: 2021-03-30
Формат: epub
Размер: 14.4 Mb
Язык: English

Security is usually an afterthought when organizations design microservices for cloud systems. Most companies today are exposed to potential security threats, but their response is more reactive than proactive. That leads to unnecessarily complicated architecture that's harder to implement and even harder to manage and scale. Author Gaurav Raje shows you how to build highly secure systems on AWS without increasing overhead.
Ideal for cloud solution architects and software developers with AWS experience, this practical book starts with a high-level architecture and design discussion, then explains how to implement your solution in the cloud in a secure but frictionless manner.

Название: MATLAB Mathematics (R2021a)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: 2021
Страниц: 702
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Linear algebra, differentiation and integrals, Fourier transforms, and other mathematics. Math functions provide a range of numerical computation methods for analyzing data, developing algorithms, and creating models. Core functions use processor-optimized libraries for fast vector and matrix calculations.