Learning Analytics Cookbook

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Learning Analytics Cookbook

Product information

Author: Roope Jaakonmäki

Type: Paperback

ISBN: 9783030433765

Date: 20th June, 2020

Publisher: Springer

  1. Categories

  2. Mathematics and Systems
  3. Data Mining
  4. Artificial Intelligence

Description

This book offers an introduction and hands-on examples that demonstrate how Learning Analytics (LA) can be used to enhance digital learning, teaching and training at various levels. While the majority of existing literature on the subject focuses on its application at large corporations, this book develops and showcases approaches that bring LA closer to smaller organizations, and to educational institutions that lack sufficient resources to implement a full-fledged LA infrastructure. In closing, the book introduces a set of software tools for data analytics and visualization, and explains how they can be employed in several LA scenarios.

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