Название: Variational Methods for Machine Learning with Applications to Deep Networks
Автор: Pinheiro Cinelli, L., Marins, M.A., Barros da Silva, E.A., Silva, P.S.L.e.
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 173
Размер: 15.8 Mb
Язык: English

This book provides a straightforward look at the concepts, algorithms and advantages of Bayesian Deep Learning and Deep Generative Models. Starting from the model-based approach to Machine Learning, the authors motivate Probabilistic Graphical Models and show how Bayesian inference naturally lends itself to this framework. The authors present detailed explanations of the main modern algorithms on variational approximations for Bayesian inference in neural networks.

Название: Strategic Approaches to Digital Platform Security Assurance
Автор: Yuri Bobbert, Maria Chtepen
Издательство: IGI Global
Год: 2021
Страниц: 394
Язык: английский
Формат: epub
Размер: 23.0 MB

Nowadays it is impossible to imagine a business without technology as most industries are becoming "smarter" and more tech-driven, ranging from small individual tech initiatives to complete business models with intertwined supply chains and "platform"-based business models. New ways of working, such as Agile and DevOps, have been introduced, leading to new risks. These risks come in the form of new challenges for teams working together in a distributed manner, privacy concerns, human autonomy, and cybersecurity concerns. Technology is now integrated into the business discipline and is here to stay leading to the need for a thorough understanding of how to address these risks and all the potential problems that could arise. With the advent of organized crime, such as hacks and denial-of-service attacks, all kinds of malicious actors are infiltrating the digital society in new and unique ways.

Название: OCR with OpenCV, Tesseract, and Python
Автор: Adrian Rosebrock
Издательство: PyImageSearch
Год: 2020
Формат: PDF
Страниц: 324
Размер: 54 Mb
Язык: English

The ideal starting point if you want to learn more advanced OCR techniques This bundle includes everything from the "Intro to OCR" Bundle, plus how to train your own custom OCR models with Keras/TensorFlow, apply image/document alignment and registration, OCR receipts and invoices, OCR license plates and Automatic License Plate Recognition, improve OCR speed with GPUs, handwriting recognition, and even how to train and fine-tune Tesseract models on your own custom datasets. You'll also learn my tips, suggestions, and best practices when building OCR projects.

Название: 97 Things Every Data Engineer Should Know (Early Release)
Автор: Tobias Macey
Издательство: O’Reilly Media, Inc.
Год: 2021
Страниц: 250
Язык: английский
Формат: epub
Размер: 14.6 MB

Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learned for overcoming a variety of specific and often nagging challenges. Edited by Tobias Macey, host of the popular Data Engineering Podcast, this book presents 97 concise and useful tips for cleaning, prepping, wrangling, storing, processing, and ingesting data. Data engineers, data architects, data team managers, data scientists, machine learning engineers, and software engineers will greatly benefit from the wisdom and experience of their peers.

Название: 97 Things Every UX Practitioner Should Know: Collective Wisdom from the Experts (Early Release)
Автор: Daniel Berlin
Издательство: O’Reilly Media, Inc.
Год: 2021-05-11
Язык: английский
Формат: epub
Размер: 45.1 MB, 10.15 MB

Tap into the wisdom of experts to learn what every UX practitioner needs to know. With 97 short and extremely useful tips, you'll discover new approaches to old problems, pick up road-tested best practices, and hone your skills through sound advice. Working in UX involves much more than just creating user interfaces. UX teams struggle with understanding what's important, which practices they should know deeply, or what approaches aren't helpful at all. With these 97 concise tips, editor Daniel Berlin presents a wealth of advice and knowledge from experts who have practiced UX throughout their careers.

Название: Современный язык Java. Лямбда-выражения, потоки и функциональное программирование
Автор: Урма Р., Фуско М., Майкрофт А.
Издательство: Питер
Год: 2020
Страниц: 592
Язык: русский
Формат: pdf
Размер: 29.5 MB

Преимущество современных приложений — в передовых решениях, включающих микросервисы, реактивные архитектуры и потоковую обработку данных. Лямбда-выражения, потоки данных и долгожданная система модулей платформы Java значительно упрощают их реализацию. Пришло время повысить свою квалификацию и встретить любой вызов во всеоружии!

Название: Программирование на Rust
Автор: Стив Клабник, Кэрол Николс
Издательство: Питер
Год: 2021
Формат: PDF
Страниц: 592
Размер: 10 Mb
Язык: Русский

Этот официальный гид поможет вам создавать более быстрое и надежное программное обеспечение. Высокоуровневая эргономика и низкоуровневое управление часто противоречат друг другу, но Rust бросает вызов этому конфликту. Авторы книги входят в команду разработчиков языка, а значит, вы получите всю информацию из первых рук — от установки языка до создания надежных и масштабируемых программ. От создания функций, выбора типов данных и привязки переменных вы перейдете к более сложным концепциям

Название: Overview of Practical Time Series Forecasting using Python: Forecast AirQuality using algorithms like SARIMAX
Автор: Aditya Kaushal
Издательство: Amazon.com Services LLC
Год: 2021
Язык: английский
Формат: pdf, azw3, epub
Размер: 14.6 MB

This is a short book to show the readers how to build a Time Series Model using mathematical models, Python and concepts of statistics to predict real-time air quality in a local mapped area by using open source data. The main objective of this book is to teach the readers about forecasting algorithms like SARIMAX and how to build a Python project to forecast and monitor air pollution to track personal exposure to PM 2.5. At the end of the book, you will have a good understanding of SARIMAX Algorithm to make a good forecast Particulate Matter 2.5 (PM 2.5) similar to what Sci-kit - Learn regression algorithms provide. The utilization of NumPy, Pandas, Matplotlib, Seaborn, Time Series Forecasting Algorithms like (SARIMAX) Statistical Components, Tableau and Python will help you to gain practical exposure to implement a full-fledged Flask web application to forecast air quality.

Название: C#. Основы программирования (+CD)
Автор: Тюкачев Н.А., Хлебостроев В.Г.
Издательство: СПб.: Лань
Год: 2018 - 3-е изд.
Cтраниц: 272
Формат: pdf (ocr)
Размер: 20 мб
Язык: русский

В книге изложены основы программирования на языке C# в среде .Net Framework, описаны операции и операторы языка, а также система встроенных типов данных. Значительное внимание уделено описанию организации консольного ввода-вывода, преобразованию значений при вводе и их форматированию при выводе. Текст содержит большое количество примеров программного кода, способствующих усвоению материала.

Название: Build Systems With Go: Everything a Gopher must know
Автор: Juan M. Tirado
Издательство: Juan M. Tirado
Год: 2021-05-05 v0.2.0
Формат: ePUB, PDF
Страниц: 320
Размер: 10 Mb
Язык: English

Everything a Gopher must know in a single book!!!
Second edition (v0.2.0) with revisited content, enhanced explanations, a new chapter about Cgo, and more awesome gophers.
Do not stay in the basics, move forward and learn how you can use Go to build systems using restful APIs, gRPC messaging, powerful loggers, middlware, SQL/noSQL databases, data streaming, and more. A book written for new adopters and experienced developers.