SmartStats: digital statistics notebook

Rosli, Elis Eliza and Hizir, Syahmina Humaira and Shamsudin, Nurlisa Adilah and Mohd Yusop, Noorezatty (2025) SmartStats: digital statistics notebook. In: Innovation in action: turning ideas into reality. Universiti Teknologi MARA, Negeri Sembilan, pp. 275-279. ISBN 9786299595304
Abstract

SmartStats is an advanced platform integrating learning and solving statistical problems with Python. With comprehensive notes and interactive coding examples on Google Colab, SmartStats simplifies statistical concepts and applies them in practical ways. Generally, traditional approaches to statistics education often lack engagement and real-world relevance. SmartStats addresses this by offering a hands-on, accessible learning experience emphasising conceptual understanding and technical skills. With digital notes and coding opportunities, users can explore key statistical methods directly on the digital platform. This approach empowers students, educators, and professionals to build confidence in data analysis and become proficient in applying statistics to solve real-world problems.

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