Scala for Machine Learning [ k3746 ]

seeders: 14
leechers: 6
Added on November 19, 2015 by k3746in Books > Ebooks
Torrent verified.



Scala for Machine Learning [ k3746 ] (Size: 6.58 MB)
 Scala for Machine Learning.pdf6.53 MB
 scala_for_machine_learning.jpg46.75 KB
 Book.txt1.11 KB

Description






========================



Book Details
ISBN: 978-1-78355-874-2
Year: 2014
Pages: 520
Language: English
File size: 6.8 MB
File format: PDF

========================




image

The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies.

The book begins with an introduction to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits.

Next, you'll learn about data preprocessing and filtering techniques. Following this, you'll move on to clustering and dimension reduction, Naïve Bayes, regression models, sequential data, regularization and kernelization, support vector machines, neural networks, generic algorithms, and re-enforcement learning. A review of the Akka framework and Apache Spark clusters concludes the tutorial.

Related Torrents

torrent name size seed leech

Sharing Widget


Download torrent
6.58 MB
seeders:14
leechers:6
Scala for Machine Learning [ k3746 ]