Machine Learning Introduction

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

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.

Introduction to Machine Learning with Python: A Guide for Data Scientists  eBooks & eLearning

Posted by Grev27 at Sept. 30, 2016
Introduction to Machine Learning with Python: A Guide for Data Scientists

Andreas C. Müller, Sarah Guido, "Introduction to Machine Learning with Python: A Guide for Data Scientists"
English | ISBN: 1449369413 | 2016 | PDF/EPUB/MOBI | 392 pages | 32 MB/29 MB/78 MB
Python: Introduction To Python Programming: Beginner’s Guide To Computer Programming And Machine Learning

Python: Introduction To Python Programming: Beginner's Guide To Computer Programming And Machine Learning (Python Programming, Machine Learning, Programming for Beginners) by Craig Kapp
English | Mar 5, 2016 | ASIN: B01CN0NMDQ | 161 Pages | AZW3/MOBI/EPUB/PDF (conv) | 2.35 MB

You’re about to discover how to… Install and run Python on your own computer as well as how to use the interactive interpreter, write simple programs, and use IDLE.
Udemy – Introduction to Machine Learning & Face Detection in Python (2015)

Udemy – Introduction to Machine Learning & Face Detection in Python (2015)
MP4 | AVC 456kbps | English | 1280x720 | 30ps | 5 hours | AAC stereo 53kbps | 864 MB
Genre: Video Training

Learn the most up to date techniques in data mining from regression to neural networks. This course is about the fundamental concepts of machine learning, focusing on neural networks, SVM and decision trees. These topics are getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking. Learning algorithms can recognize patterns which can help detect cancer for example or we may construct algorithms that can have a very very good guess about stock prices movement in the market.
Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation (repost)

Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation (Adaptive Computation and Machine Learning series) by Masashi Sugiyama and Motoaki Kawanabe
English | 2012 | ISBN: 0262017091 | ISBN-13: 9780262017091 | 280 pages | PDF | 12,1 MB
Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R

Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R by Daniel D. Gutierrez
English | 18 Sept. 2015 | ISBN: 1634620968 | 282 Pages | True AZW3 (Kindle)/(EPUB/PDF conv) | 15.44 MB

A practitioner's tools have a direct impact on the success of his or her work. This book will provide the data scientist with the tools and techniques required to excel with statistical learning methods in the areas of data access, data munging, exploratory data analysis, supervised machine learning, unsupervised machine learning and model evaluation.

Introduction To Pattern Recognition And Machine Learning  eBooks & eLearning

Posted by nebulae at May 20, 2015
Introduction To Pattern Recognition And Machine Learning

M Narasimha Et Al Murty, "Introduction To Pattern Recognition And Machine Learning"
English | ISBN: 9814335452 | 2015 | 404 pages | PDF | 2 MB

Introduction to Machine Learning, 3 edition  

Posted by interes at Nov. 12, 2014
Introduction to Machine Learning, 3 edition

Introduction to Machine Learning, 3 edition (Adaptive Computation and Machine Learning series) by Ethem Alpaydin
English | 2014 | ISBN: 0262028182 | 640 pages | PDF | 7,4 MB

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, optimize robot behavior so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data.