Название: Project Reliability Engineering: Pro Skills for Next Level Maker Projects
Автор: Eyal Shahar
Издательство: Apress
Год: 2019
Страниц: 315
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Turn your projects from a weekend hack to a long-living creation! Loosely drawing from the field known in large software companies as Site Reliability Engineering (SRE), this book distills from these disciplines and addresses issues that matter to makers: keeping projects up and running, and providing means to control, monitor, and troubleshoot them. Most examples use the Raspberry Pi, but the techniques discussed apply to other platforms as well.

Название: Advanced Applied Deep Learning: Convolutional Neural Networks and Object Detection
Автор: Umberto Michelucci
Издательство: Apress
Год: 2019
Страниц: 294
Язык: английский
Формат: pdf (true), epub
Размер: 14.1 MB

Develop and optimize deep learning models with advanced architectures. This book teaches you the intricate details and subtleties of the algorithms that are at the core of convolutional neural networks. In Advanced Applied Deep Learning, you will study advanced topics on CNN and object detection using Keras and TensorFlow.

Название: Machine Learning and Artificial Intelligence
Автор: Ameet V Joshi
Издательство: Springer
Год: 2019 (2020 Edition)
Страниц: 262
Язык: английский
Формат: pdf (true)
Размер: 10.08 MB

This book provides comprehensive coverage of combined Artificial Intelligence (AI) and Machine Learning (ML) theory and applications. Rather than looking at the field from only a theoretical or only a practical perspective, this book unifies both perspectives to give holistic understanding. The first part introduces the concepts of AI and ML and their origin and current state. The second and third parts delve into conceptual and theoretic aspects of static and dynamic ML techniques. The forth part describes the practical applications where presented techniques can be applied. The fifth part introduces the user to some of the implementation strategies for solving real life ML problems.

Название: Understanding Artificial Intelligence: Fundamentals, Use Cases and Methods for a Corporate AI Journey
Автор: Ralf T. Kreutzer, Marie Sirrenberg
Издательство: Springer
Год: 2019 (2020 Edition)
Страниц: 321
Язык: английский
Формат: pdf (true)
Размер: 10.07 MB

Artificial Intelligence (AI) will change the lives of people and businesses more fundamentally than many people can even imagine today. This book illustrates the importance of AI in an era of digitalization. It introduces the foundations of AI and explains its benefits and challenges for companies and entire industries. In this regard, AI is approached not just as yet another technology, but as a fundamental innovation, which will spread into all areas of the economy and life, and will disrupt business processes and business models in the years to come. In turn, the book assesses the potential that AI holds, and clarifies the framework that is necessary for pursuing a responsible approach to AI.

Название: Practical Machine Learning with Python: A Problem-Solver's Guide to Building Real-World Intelligent Systems
Автор: Dipanjan Sarkar, Raghav Bali, Tushar Sharma
Издательство: Apress
ISBN: 1484232062
Год: 2018
Страниц: 545
Язык: английский
Формат: True PDF/ePub
Размер: 23.6 MB

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute machine learning systems and projects successfully.
Practical Machine Learning with Python follows a structured and comprehensive three-tiered approach packed with hands-on examples and code.

Название: Теоретические основы параллельного программирования
Автор(ы): Андрейченко Д.К. и др.
Издательство: Саратов: СГУ
Год: 2015
Страниц: 282
Формат: PDF
Размер: 11 Мб
Язык: русский

Учебное пособие подготовлено на основе лекций по курсам «Теоретические основы параллельного программирования» и «Параллельные вычисления», читаемых в Саратовском государственном университете бакалаврам направлений «Математическое обеспечение и администрирование информационных систем» и «Фундаментальная информатика и информационные технологии».

Название: The Art of Agile Product Ownership: A Guide for Product Managers, Business Analysts, and Entrepreneurs
Автор: Allan Kelly
Издательство: Apress
Год: 2019
Страниц: 168
Язык: английский
Формат: pdf (true), azw3, epub
Размер: 10.1 MB

Every product owner faces a complex and unique set of challenges within their team. This provides each individual the opportunity to fill the role with different ambitions, skills, and insights. Your product ownership journey can take a variety of paths, and The Art of Agile Product Ownership is here to be your guide.

Название: Practical Azure Functions: A Guide to Web, Mobile, and IoT Applications
Автор: Agus Kurniawan, Wely Lau
Издательство: Apress
Год: 2019
Формат: true pdf/epub
Страниц: 246
Размер: 16.8 Mb
Язык: English

Start developing Azure Functions and building simple solutions for serverless computing without worrying about infrastructure. With the increased need for deploying serverless computing, Azure Functions integrates with other Azure resources. This book is a quick reference and consists of a practical and problem-driven approach with the latest technology.
Guided by step-by-step explanations and sample projects, you'll set up, build, and deploy Azure Functions to get the most out of this compute-on-demand service. After a foundational introduction to Azure Functions you'll prepare a development environment to serve and process an IoT Telemetry system, create Microservices, and monitor Azure Functions services to get application insights.

Название: Python for the Life Sciences: A Gentle Introduction to Python for Life Scientists
Автор: Alexander Lancaster, Gordon Webster
Издательство: Apress
Год: 2019
Формат: true pdf/epub
Страниц: 376
Размер: 17.9 Mb
Язык: English

Treat yourself to a lively, intuitive, and easy-to-follow introduction to computer programming in Python. The book was written specifically for biologists with little or no prior experience of writing code - with the goal of giving them not only a foundation in Python programming, but also the confidence and inspiration to start using Python in their own research.

Название: Building Machine Learning and Deep Learning Models on Google Cloud Platform: A Comprehensive Guide for Beginners
Автор: Ekaba Bisong
Издательство: Apress
Год: 2019
Формат: true pdf/epub
Страниц: 709
Размер: 71.2 Mb
Язык: English

Take a systematic approach to understanding the fundamentals of machine learning and deep learning from the ground up and how they are applied in practice. You will use this comprehensive guide for building and deploying learning models to address complex use cases while leveraging the computational resources of Google Cloud Platform.
Author Ekaba Bisong shows you how machine learning tools and techniques are used to predict or classify events based on a set of interactions between variables known as features or attributes in a particular dataset. He teaches you how deep learning extends the machine learning algorithm of neural networks to learn complex tasks that are difficult for computers to perform, such as recognizing faces and understanding languages. And you will know how to leverage cloud computing to accelerate data science and machine learning deployments.