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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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Parallel Programming with Python
Parallel Programming with Python

Develop efficient parallel systems using the robust Python environment

About This Book

  • Demonstrates the concepts of Python parallel programming
  • Boosts your Python computing capabilities
  • Contains easy-to-understand explanations and plenty of examples

Who...

An Introduction to Python and Computer Programming (Lecture Notes in Electrical Engineering)
An Introduction to Python and Computer Programming (Lecture Notes in Electrical Engineering)

This book introduces Python programming language and fundamental concepts in algorithms and computing. Its target audience includes students and engineers with little or no background in programming, who need to master a practical programming language and learn the basic thinking in computer science/programming. The main contents come from...

Automate the Boring Stuff with Python: Practical Programming for Total Beginners
Automate the Boring Stuff with Python: Practical Programming for Total Beginners

If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?

In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what
...


Learning Geospatial Analysis with Python - Second Edition
Learning Geospatial Analysis with Python - Second Edition

An effective guide to geographic information systems and remote sensing analysis using Python 3

About This Book

  • Construct applications for GIS development by exploiting Python
  • This focuses on built-in Python modules and libraries compatible with the Python Packaging Index distribution...
Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!
Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!

Doing Math with Python shows you how to use Python to delve into high school–level math topics like statistics, geometry, probability, and calculus. You’ll start with simple projects, like a factoring program and a quadratic-equation solver, and then create more complex projects once you’ve gotten the hang of...

Python GUI Programming Cookbook
Python GUI Programming Cookbook

Over 80 object-oriented recipes to help you create mind-blowing GUIs in Python

About This Book

  • Use object-oriented programming to develop amazing GUIs in Python
  • Create a working GUI project as a central resource for developing your Python GUIs
  • Packed with easy-to-follow...
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