Machine Learning for Adaptive Many Core Machines A Practical Approach is popular PDF and ePub book, written by Noel Lopes in 2014-06-28, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Machine Learning for Adaptive Many Core Machines A Practical Approach can be Read Online from any device for your convenience.
Machine Learning for Adaptive Many Core Machines A Practical Approach Book PDF Summary
The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In particular, the magnitude and complexity of the tasks that Machine Learning (ML) algorithms have to solve are driving the need to devise adaptive many-core machines that scale well with the volume of data, or in other words, can handle Big Data. This book gives a concise view on how to extend the applicability of well-known ML algorithms in Graphics Processing Unit (GPU) with data scalability in mind. It presents a series of new techniques to enhance, scale and distribute data in a Big Learning framework. It is not intended to be a comprehensive survey of the state of the art of the whole field of machine learning for Big Data. Its purpose is less ambitious and more practical: to explain and illustrate existing and novel GPU-based ML algorithms, not viewed as a universal solution for the Big Data challenges but rather as part of the answer, which may require the use of different strategies coupled together.
Detail Book of Machine Learning for Adaptive Many Core Machines A Practical Approach PDF
- Author : Noel Lopes
- Release : 28 June 2014
- Publisher : Springer
- ISBN : 9783319069388
- Genre : Technology & Engineering
- Total Page : 251 pages
- Language : English
- PDF File Size : 8,9 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Machine Learning for Adaptive Many Core Machines A Practical Approach by Noel Lopes, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.