Large Scale Machine Learning

Large Scale Machine Learning with Python  eBooks & eLearning

Posted by naag at Aug. 17, 2016
Large Scale Machine Learning with Python

Large Scale Machine Learning with Python
Packt Publishing | August 4, 2016 | English | ISBN: 1785887211 | 439 pages | PDF/Epub | 11.5 Mb

Large Python machine learning projects involve new problems associated with specialized machine learning architectures and designs that many data scientists have yet to tackle.

Data Science and Machine Learning with Python - Hands On  eBooks & eLearning

Posted by naag at Dec. 26, 2016
Data Science and Machine Learning with Python - Hands On

Data Science and Machine Learning with Python - Hands On
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 8 Hours 50M | 8.97 GB
Genre: eLearning | Language: English

Python: Real World Machine Learning  eBooks & eLearning

Posted by AlenMiler at Nov. 17, 2016
Python: Real World Machine Learning

Python: Real World Machine Learning by Prateek Joshi
English | 14 Nov. 2016 | ASIN: B01N74UY6B | ISBN-13: 9781787123212 | 983 Pages | MOBI/EPUB/PDF | 53.2 MB

Learn to solve challenging data science problems by building powerful machine learning models using Python.

Coursera - Machine Learning (2015)  eBooks & eLearning

Posted by house23 at Feb. 17, 2016
Coursera - Machine Learning (2015)

Coursera - Machine Learning (2015)
MP4 | AVC 32kbps | English | 960x540 | 15fps | 19h 53mins | AAC stereo 128kbps | 1.52 GB
Genre: Video Training

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you'll learn about some of Silicon Valley's best practices in innovation as it pertains to machine learning and AI.

Scaling up Machine Learning: Parallel and Distributed Approaches (Repost)  eBooks & eLearning

Posted by roxul at Nov. 2, 2015
Scaling up Machine Learning: Parallel and Distributed Approaches (Repost)

Ron Bekkerman, "Scaling up Machine Learning: Parallel and Distributed Approaches"
English | ISBN: 0521192242 | 2012 | 492 pages | PDF | 7 MB

Scaling up Machine Learning: Parallel and Distributed Approaches  eBooks & eLearning

Posted by nebulae at Dec. 30, 2013
Scaling up Machine Learning: Parallel and Distributed Approaches

Ron Bekkerman, "Scaling up Machine Learning: Parallel and Distributed Approaches"
English | ISBN: 0521192242 | 2012 | 492 pages | PDF | 7 MB

Machine Learning with Spark (repost)  eBooks & eLearning

Posted by libr at Feb. 12, 2017
Machine Learning with Spark (repost)

Machine Learning with Spark by Nick Pentreath
English | ISBN: 1783288515 | 2015 | 329 pages | EPUB | 5,7 MB

Large-Scale Network Design  eBooks & eLearning

Posted by FenixN at Jan. 26, 2017
Large-Scale Network Design

Large-Scale Network Design: Best practices for designing elegant, scalable, and programmable networks with OSPF, EIGRP, IS-IS, and BGP routing protocols
HDRips | MP4/AVC, ~1294 kb/s | 1280x720 | Duration: 09:36:36 | English: AAC, 128 kb/s (2 ch) | 3.15 GB
Genre: Development / Programming / Design

Large Scale Network Design LiveLessons takes you through the concepts behind stable, scalable, elegant network design, including modularity, resilience, layering, and security principles. This livelesson will focus on traditional distributed link state, distance vector, and path vector routing protocols, as well as the basic principles of centralized control planes (such as OpenFlow). A special point will be made of sorting out the relationship between policy and reachability, and where they can best be managed in a large scale network.

Financial Signal Processing and Machine Learning  eBooks & eLearning

Posted by ksveta6 at Jan. 12, 2017
Financial Signal Processing and Machine Learning

Financial Signal Processing and Machine Learning (Wiley - IEEE) by Ali N. Akansu, Sanjeev R. Kulkarni, Dmitry M. Malioutov
2016 | ISBN: 1118745671 | English | 320 pages | PDF/EPUB | 4 MB/34 MB

Solving Large Scale Learning Tasks. Challenges and Algorithms  eBooks & eLearning

Posted by Underaglassmoon at July 11, 2016
Solving Large Scale Learning Tasks. Challenges and Algorithms

Solving Large Scale Learning Tasks. Challenges and Algorithms: Essays Dedicated to Katharina Morik On the Occasion of Her 60th Birthday
Springer | Artificial Intelligence | July 3 2016 | ISBN-10: 3319417053 | 387 pages | pdf | 27.42 mb

Editors: Michaelis, Stefan, Piatkowski, Nico, Stolpe, Marco (Eds.)
Contains refereed papers dedicated to Katharina Morik and to her work
Collects a number of papers by Prof. Morik's friends and collaborators over the years presenting a broad range of topics reflecting her versatility
Adresses a large diversity of topics starting with natural language processing; machine learning, ranging from inductive logic programming to statistical learning; analysis of very large data collections; high-dimensional data; and resource awareness. Latest results include spatio-temporal random fields and integer Markov random fields, both allowing for complex probabilistic graphical models under resource constraints