Large s Cale Machine Learning

Compression Schemes for Mining Large Datasets: A Machine Learning Perspective

Compression Schemes for Mining Large Datasets: A Machine Learning Perspective (Advances in Computer Vision and Pattern Recognition) by T. Ravindra Babu, M. Narasimha Murty, S.V. Subrahmanya
2013 | ISBN: 1447156064 | English | 197 pages | EPUB | 1.2 MB
Compression Schemes for Mining Large Datasets: A Machine Learning Perspective (repost)

T. Ravindra Babu, M. Narasimha Murty and S.V. Subrahmanya, "Compression Schemes for Mining Large Datasets: A Machine Learning Perspective"
English | ISBN: 1447156064 | 2013 | 228 pages | PDF | 3 MB

This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient both in terms of space and time, while simultaneously providing the same or better classification accuracy.
Compression Schemes for Mining Large Datasets: A Machine Learning Perspective

T. Ravindra Babu, M. Narasimha Murty and S.V. Subrahmanya, "Compression Schemes for Mining Large Datasets: A Machine Learning Perspective"
English | ISBN: 1447156064 | 2013 | 228 pages | PDF | 3 MB

Azure Machine Learning Introduction  

Posted by naag at Dec. 30, 2015
Azure Machine Learning Introduction

Azure Machine Learning Introduction
MP4 | Video: 1280x720 | 58 kbps | 44 KHz | Duration: 2 Hours | 194 MB
Genre: eLearning | Language: English

A Practical Introduction To Microsoft's Azure Machine Learning Tools

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

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.

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.

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.