Learning Analytics
Learning analytics refers to the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs. It is an interdisciplinary field that combines educational research, instructional technology, data science, and computer science to improve teaching and learning outcomes. In the context of a flipped classroom, learning analytics can provide insights into student engagement with course materials and activities, both inside and outside of class. This information can be used to inform instructional decisions, identify areas where students are struggling, and provide personalized feedback to learners. Ultimately, learning analytics aims to support data-informed decision making in education, helping educators and learners make the most of their time and resources.
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