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.

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

Machine Learning for Cyber Physical Systems  eBooks & eLearning

Posted by Underaglassmoon at Dec. 3, 2016
Machine Learning for Cyber Physical Systems

Machine Learning for Cyber Physical Systems
Springer | Engineering | December 29, 2016 | ISBN-10: 3662538059 | 72 pages | pdf | 2.87 mb

Editors: Beyerer, Jürgen, Niggemann, Oliver, Kühnert, Christian (Eds.)
Selected papers from the International Conference ML4CPS 2016
Includes the full proceedings of the 2016 ML4CPS – Machine Learning for Cyber Physical Systems Conference
Presents recent and new advances in automated machine learning methods
Provides an accessible and succinct overview on machine learning for cyber physical systems

Large Scale Networks: Modeling and Simulation  eBooks & eLearning

Posted by IrGens at Dec. 1, 2016
Large Scale Networks: Modeling and Simulation

Large Scale Networks: Modeling and Simulation by Radu Dobrescu, Florin Ionescu
English | October 10, 2016 | ISBN: 1498750176 | EPUB | 302 pages | 4 MB

Learning From Data - Introductory Machine Learning Course  eBooks & eLearning

Posted by FenixN at Nov. 28, 2016
Learning From Data - Introductory Machine Learning Course

Learning From Data - Introductory Machine Learning Course
HDRips | MP4/AVC, ~222 kb/s | 1280x720 | Duration: 23:36:03 | English: AAC, 96 kb/s (2 ch) | 3.22 GB
Genre: Science

This introductory computer science course in machine learning will cover basic theory, algorithms, and applications. Machine learning is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to automatically learn how to perform a desired task based on information extracted from the data. Machine learning has become one of the hottest fields of study today and the demand for jobs is only expected to increase. Gaining skills in this field will get you one step closer to becoming a data scientist or quantitative analyst.

An Introduction to Machine Learning with Web Data [repost]  eBooks & eLearning

Posted by FenixN at Nov. 28, 2016
An Introduction to Machine Learning with Web Data [repost]

An Introduction to Machine Learning with Web Data
HDRips | MP4/AVC, ~1200 kb/s | 1280x720 | Duration: 02:43:22 | English: AAC, 128 kb/s (2 ch) | 1.43 GB
Genre: Development / Programming

Once you've accumulated a pile of data through your web application, what do you do with it? In this insightful video course, bit.ly lead scientist Hilary Mason shows you how to solve data analysis problems using basic machine learning techniques and frameworks. You'll follow several examples through the entire process—from obtaining, cleaning, and exploring data to building a model and interpreting the results.

Large Scale Networks: Modeling and Simulation  eBooks & eLearning

Posted by Underaglassmoon at Nov. 26, 2016
Large Scale Networks: Modeling and Simulation

Large Scale Networks: Modeling and Simulation
CRC Press | Networking & Cloud Computing | Oct. 10 2016 | ISBN-10: 1498750176 | 302 pages | pdf | 12.48 mb

by Radu Dobrescu (Author), Florin Ionescu (Author)

Python Machine Learning Solutions  eBooks & eLearning

Posted by FenixN at Nov. 25, 2016
Python Machine Learning Solutions

Python Machine Learning Solutions
HDRips | MP4/AVC, ~461 kb/s | 1280x720 | Duration: 04:27:23 | English: AAC, 128 kb/s (2 ch) | 1.05 GB
Genre: Development / Programming

100 videos that teach you how to perform various machine learning tasks in the real world.

Learning Path: Machine Learning  eBooks & eLearning

Posted by FenixN at Nov. 21, 2016
Learning Path: Machine Learning

Learning Path: Machine Learning
HDRips | MP4/AVC, ~1440 kb/s | 1920/1080 | 1280x720 | Duration: 23:52:47 | English: AAC, 128 kb/s (2 ch)
Size: 21.8 GB | Genre: Development / Programming

With the growing prominence of data science and its uses across all types of business, it's the perfect time to start applying machine learning. In this Learning Path, you'll master everything you need to transform data into action. Start with basic techniques and move on to coding your own machine learning algorithms.
Machine Learning in Medical Imaging: Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, Franc

Machine Learning in Medical Imaging: Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, … Papers
English | November 13, 2012 | ISBN: 3642354270| 287 Pages | PDF | 21 MB

This book constitutes the refereed proceedings of the Third International Workshop on Machine Learning in Medical Imaging, MLMI 2012, held in conjunction with MICCAI 2012, in Nice, France, in October 2012.