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Learning Analytics in R with SNA, LSA, and MPIA

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This book introduces Meaningful Purposive Interaction Analysis (MPIA) theory, which combines social network analysis (SNA) with latent semantic analysis (LSA) to help create and analyse a meaningful learning landscape from the digital traces left by a learning community in the co-construction of knowledge.    

The hybrid algorithm is implemented in the statistical programming language and environment R, introducing packages which capture – through matrix algebra – elements of learners’ work with more knowledgeable others and resourceful content artefacts. The book provides comprehensive package-by-package application examples, and code samples that guide the reader through the MPIA model to show how the MPIA landscape can be constructed and the learner’s journey mapped and analysed. This building block application will allow the reader to progress to using and building analytics to guide students and support decision-making in learning.

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Beginning Sensor Networks with Arduino and Raspberry Pi
Beginning Sensor Networks with Arduino and Raspberry Pi

Beginning Sensor Networks with Arduino and Raspberry Pi teaches you how to build sensor networks with Arduino, Raspberry Pi, and XBee radio modules, and even shows you how to turn your Raspberry Pi into a MySQL database server to store your sensor data!

First you'll learn about the different types of sensors and
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iPad and iPhone Kung Fu: Tips, Tricks, Hints, and Hacks for iOS 7
iPad and iPhone Kung Fu: Tips, Tricks, Hints, and Hacks for iOS 7

Printed in full color.

A shortcut straight to power-user level with over 300 tips, tricks, hints, and hacks to make your Apple device the one thing you can't live without. Learn the secrets of FaceTime, Maps, Safari, and Mail. Transform your Apple device into a go-to office tool, as well as tighten security to
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QlikView 11 for Developers: Effective analytics techniques for modern Business Intelligence
QlikView 11 for Developers: Effective analytics techniques for modern Business Intelligence

Gain an in-depth understanding of how to build applications for Business Intelligence using QlikView

Key Features

  • Learn to build applications for Business Intelligence while following a practical case - HighCloud Airlines. Each chapter develops parts of the application and it evolves throughout the book...

Learning Python with Raspberry Pi
Learning Python with Raspberry Pi

The must-have companion guide to the Raspberry Pi User Guide!

Raspberry Pi chose Python as its teaching language of choice to encourage a new generation of programmers to learn how to program. This approachable book serves as an ideal resource for anyone wanting to use Raspberry Pi to learn to program and helps you get...

Unsupervised Learning with R
Unsupervised Learning with R

Work with over 40 packages to draw inferences from complex datasets and find hidden patterns in raw unstructured data

About This Book

  • Unlock and discover how to tackle clusters of raw data through practical examples in R
  • Explore your data and create your own models from scratch
  • ...
Python Data Analysis
Python Data Analysis

Learn how to apply powerful data analysis techniques with popular open source Python modules

About This Book

  • Learn how to find, manipulate, and analyze data using Python
  • Perform advanced, high performance linear algebra and mathematical calculations with clean and efficient Python...
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