Learning Analytics
Learning analytics refers to the collection, analysis, and reporting of data about learners and their contexts, with the goal of understanding and optimizing learning and instructional processes. It is an interdisciplinary field that draws from education, instructional technology, statistics, and computer science. Learning analytics can be used to inform decision-making at various levels, from individual learners to institutional leaders. It can help identify students who are at risk of falling behind, provide personalized feedback and recommendations, and support the design and evaluation of effective learning environments. Gamification, or the use of game elements in non-game contexts, is one approach that has been used to increase learner engagement and motivation in learning analytics applications.
External Links
- [PredictiveLearningAnalytics.com]
- [RandomForests.com] Data Mining, Machine Learning Predictive Analytics Software | Minitab
- [jdmp.org] Java Data Mining Package | Machine Learning and Big Data Analytics
- [theigbogoddess.net] 16810--10-168 Learning, Assessment and Analytics Platform
- [renaissance.com.au] Renaissance Australia - K-12 Educational Software Solutions Learning Analytics
- [Renaissance.com] Renaissance K12 Educational Software Solutions Learning Analytics
- [dataminingbook.com] Machine Learning for Business Analytics | Concepts, Techniques, and Applications
- [holger-arndt.com] Holger Arndt | Big Data Analytics, Machine Learning, Neural Networks
- [dav.lbl.gov] Machine Learning Analytics Group - Home
- [mypalc.org] Patient Advocacy Learning Communities – Big Data Analytics for Advocates
- [cogwrite2.com] CogWrite Learning Analytics
- [aidaug.org] AIDA User Group is here to help you learn more about AI, Data, and Analytics - AIDA User Group
- [ironhack.com] Learn Web Development, Data Analytics, Cybersecurity UX/UI Design | Ironhack