Advanced Machine Learning with ENCOG - Part 2 [2014, ENG] torrent

Обучающие видео » Компьютерные видеоуроки и обучающие интерактивные DVD » Программирование (видеоуроки)

Advanced Machine Learning with ENCOG - Part 2

Год выпуска: 2014
Производитель: pluralsight
Сайт производителя: http://pluralsight.com/training
Автор: Abhishek Kumar
Продолжительность: 3h 41m
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: In this course, you will learn to implement dimensionality reduction and clustering using self-organizing maps, pattern recall and reconstruction using Hopfield networks, time series forecasting using temporal dataset, and optimization using genetic algorithm. This course will not only provide you fundamental knowledge of aforementioned topics, but also will help you to implement these applications using ENCOG machine learning framework.

Finding patterns in a multidimensional dataset has always been a challenging task, but self-organizing maps can simplify this process and can help to find interesting patterns and inferences. In this course, you will learn not only the fundamentals of self-organizing maps but also the implementation in a C# application using the ENCOG machine learning framework. In this course, you will also learn to use Hopfield networks in a pattern recall and reconstruction application. This course will also provide a real world case study on time series forecasting, where you will learn to forecast future behavior using historical values. The course also covers another very important aspect of machine learning: optimization. You will learn to solve optimization problems with the help of genetic algorithms. The concepts learned in this course are applicable for developers working in any other framework in any other language.

http://pluralsight.com/training/Courses/TableOfContents/advanced-machine-learning-encog-pt2

Файлы примеров: отсутствуют
Формат видео: MP4
Видео: 142kbps
Аудио: 103kbps
[spoiler="Скриншоты"]



[/spoiler]
Доп. информация: Without Exercise Files