# ATLAS Key Projects

**Source**: https://www.ntu.edu.sg/education/inspire/applications-of-teaching-learning-analytics-for-students-(atlas)/atlas-key-projects
**Parent**: https://www.ntu.edu.sg/admissions/undergraduate/admission-guide

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*Note: In accordance with the University Data Governance Framework,
personally identifiable information of students and staff are masked and
safeguarded. These confidential data are highly restricted and only
available to those with the appropriate access rights.*

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**Holistic Student Learning Profile\
\**Working with CITS and SASD, we built an educational data hub with
Denodo for research and educational evaluation needs. It includes [data
catalogues](https://entuedu.sharepoint.com/sites/Intranet/dept/Inspire/atlas/SitePages/DataCatalogue.aspx) (intranet access required) for student-centric insights to support the University's teaching and learning objectives.

**[Early AleRT for Learning Intervention (EARLI)\
\](/education/inspire/applications-of-teaching-learning-analytics-for-students-(atlas)/atlas-key-projects/earli-project)**[Using artificial intelligence and prediction modelling, we worked with schools to identify at-risk students in need of additional
attention and assistance.](/education/inspire/applications-of-teaching-learning-analytics-for-students-(atlas)/atlas-key-projects/earli-project)**\**

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**[NTU AI Learning Assistant (NALA)\](/education/inspire/applications-of-teaching-learning-analytics-for-students-(atlas)/atlas-key-projects/nala-project)**[\
Leveraging existing infrastructure in NTU, we developed customized generative AI tutoring chatbot to personalize learning for
large classes.](/education/inspire/applications-of-teaching-learning-analytics-for-students-(atlas)/atlas-key-projects/nala-project)

**[Translational Research](/education/inspire/applications-of-teaching-learning-analytics-for-students-(atlas)/atlas-publications)**[\
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We are working with faculty, students, school leaders, and external organisations
to apply analytics solutions for identified areas of improvement in
teaching and learning so as to enhance student learning experiences,
engagement, and outcomes.](/education/inspire/applications-of-teaching-learning-analytics-for-students-(atlas)/atlas-publications)

**Contact Us**

✉  h-atlas@ntu.edu.sg\
⟟    50 Nanyang Avenue\
      S3.2-B2-15 ([map](https://maps.ntu.edu.sg/#/ntu/d386ffa80e4e46f286d17f08/poi/details/3e626dc734cc499c89420b3c))