Название: Python WebApp: Learn how to serve a Machine Learning Model predicting car prices
Автор: Nicolas Maignan
Издательство: Amazon.com Services LLC
Год: 2020
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

When you'll go through this book, you will learn how to turn an idea into a web application serving a Machine Learning model. The chosen use case is Second-hand Car Pricing for which we'll go from having no data to deploying a small web application serving a Machine Learning Regressor trained to predict car prices. We'll do this using mainly Python (Quart, LGBM, Pandas, Scikit-learn), a little bit of HTLM, CSS, JS, and Docker (Docker-compose).

Название: Beginning Ring Programming: From Novice to Professional
Автор: Mansour Ayouni
Издательство: Apress
Год: 2020
Формат: true pdf/epub
Страниц: 678
Размер: 46.8 Mb
Язык: English

Gain a gentle introduction to the world of Ring programming with clarity as a first concern using a lot of practical examples. The first part lays the foundations of the language and its basic features (data types, control structures, functions, and classes). The unique way to rigorously structure Ring programs is also explained.

Название: Machine Vision Inspection Systems Volume 1: Image Processing, Concepts, Methodologies, and Applications
Автор: Muthukumaran Malarvel (Editor), Soumya Ranjan Nayak (Editor), Surya Narayan Panda (Editor)
Издательство: Wiley
Год: 2020
Формат: True PDF
Страниц: 242
Размер: 26.9 Mb
Язык: English

This edited book brings together leading researchers, academic scientists and research scholars to put forward and share their experiences and research results on all aspects of an inspection system for detection analysis for various machine vision applications. It also provides a premier interdisciplinary platform to present and discuss the most recent innovations, trends, methodology, applications, and concerns as well as practical challenges encountered and solutions adopted in the inspection system in terms of image processing and analytics of machine vision for real and industrial application. Machine vision inspection systems (MVIS) utilized all industrial and non-industrial applications where the execution of their utilities based on the acquisition and processing of images.

Название: Neural Machine Translation
Автор: Philipp Koehn
Издательство: Cambridge University Press
Год: 2020
Формат: true pdf/rtf
Страниц: 408
Размер: 10 Mb
Язык: English

Deep learning is revolutionizing how machine translation systems are built today. This book introduces the challenge of machine translation and evaluation - including historical, linguistic, and applied context -- then develops the core deep learning methods used for natural language applications. Code examples in Python give readers a hands-on blueprint for understanding and implementing their own machine translation systems. The book also provides extensive coverage of machine learning tricks, issues involved in handling various forms of data, model enhancements, and current challenges and methods for analysis and visualization.

Название: Coding Games in Scratch: A Step-by-Step Guide to Learn Coding Skills, Creating Own Games and Artificial Intelligence for Beginners & Kids
Автор: Nicholas Ayden
Издательство: Amazon
Год: 2019
Формат: azw3/pdf(conv.)
Страниц: 179
Размер: 36.9 Mb
Язык: English

Become a super-genius coding and build awesome projects with Scratch-the newest version for children of the most popular coding language!
Learn to code and make awesome games with Scratch!

Название: A Scrum Book: The Spirit of the Game (Version: P1.0)
Автор: Jeff Sutherland, James O. Coplien, Mark den Hollander
Издательство: Pragmatic Bookshelf
Год: 2019
Формат: epub
Страниц: 574
Размер: 16.9 Mb
Язык: English

Gain insights and depth of rationale into Scrum from many highly respected world authorities, including one of its founders, who lead you through the deep foundations of Scrum's structure and practice. Enhance and customize your Scrum practice with ninety-four organizational building blocks, called patterns, that you can freely and flexibly choose from to fit your needs. Understand and appreciate the history of Scrum and the role it plays in solving common problems in product development.

Название: Arrays and Time Complexity Implementation Solutions in C# (Array - Part 1) (Data Structure Algorithms)
Автор: Dr. Solomon
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 207
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

Deep dive into Pythagorean triplet's algorithms, 2nd Largest algorithms, local minima, local maxima and local extrema algorithms, Algorithms for getting array positions based on its elements, Missing element/s algorithms, Remove duplicate elements' algorithms, Missing & repeated elements' algorithms, Two missing numbers' algorithms, Triplet sum that match target's algorithms, and Moving all zeros to the rear algorithms are a few of the topics included.

Название: Perl Programming for Beginners: An Introduction to Learn Perl Programming with Tutorials and Hands-On Examples
Автор: Nathan Metzler
Издательство: Lightbulb Publishing
Год: 2020
Страниц: 135
Язык: английский
Формат: pdf, azw3, epub
Размер: 25.3 MB

Discover how to master the Perl Programming Language and learn how to harness the amazing power of Perl to build powerful, heavy-duty web applications! Do you want to learn a robust programming language that has wide applications and will remain evergreen for a long time? Are you in search of a foolproof way to learn the core fundamentals of the Perl programming language? If your answer is yes, then keep reading... Perl is a high-level, multipurpose and dynamic programming language used for a wide variety of purposes from web development and software engineering to Linux system administration and network programming.

Название: The Art of Feature Engineering: Essentials for Machine Learning
Автор: Pablo Duboue
Издательство: Cambridge University Press
Год: 2020
Страниц: 287
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

When Machine Learning engineers work with data sets, they may find the results aren't as good as they need. Instead of improving the model or collecting more data, they can use the feature engineering process to help improve results by modifying the data's features to better capture the nature of the problem. This practical guide to feature engineering is an essential addition to any data scientist's or machine learning engineer's toolbox, providing new ideas on how to improve the performance of a Machine Learning solution.

Название: Освой самостоятельно C++ за 21 день
Автор: Джесс Либерти
Издательство: Вильямс
Год: 2003
Формат: pdf
Страниц: 819
Размер: 35,8 Mb
Язык: Русский

Эта книга поможет самостоятельно изучить язык C++, его принципы и концепции. Здесь изложены фундаментальные основы программирования, управление вводом/выводом, циклы, массивы, объектно-ориентированные подходы, а также создание полнофункционального приложения. Все главы содержат листинги программ, результаты их выполнения и анализ кода.