23/08/2026
๐๐ป ๐๐ฝ๐ฒ๐
๐๐๐ ๐ฆ๐ฒ๐ฟ๐ถ๐ฒ๐ | ๐๐๐ ๐ฐ๐๐ต ๐ฆ๐ฒ๐บ๐ฒ๐๐๐ฒ๐ฟ | ๐ฎ๐ฌ๐ด๐ฏ (๐๐ฎ๐๐ฐ๐ต ๐ผ๐ณ ๐ฎ๐ฌ๐ด๐ญ)
๐๐๐ ๐๐๐: ๐ช๐ผ๐ฟ๐ธ๐๐ต๐ผ๐ฝ ๐ผ๐ป ๐๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐ ๐ฆ ๐๐
๐ฐ๐ฒ๐น & ๐๐๐ ๐ฆ๐ฃ๐ฆ๐ฆ
๐๐ฟ๐ผ๐บ ๐ฐ๐ผ๐น๐น๐ฒ๐ฐ๐๐ถ๐ป๐ด ๐ฑ๐ฎ๐๐ฎ ๐๐ผ ๐๐๐ฟ๐ป๐ถ๐ป๐ด ๐ป๐๐บ๐ฏ๐ฒ๐ฟ๐ ๐ถ๐ป๐๐ผ ๐บ๐ฒ๐ฎ๐ป๐ถ๐ป๐ด๐ณ๐๐น ๐ถ๐ป๐๐ถ๐ด๐ต๐๐. ๐
As part of our commitment to experiential and skill-based learning, Apex Management College conducted an intensive ๐ต๐ฎ๐ป๐ฑ๐-๐ผ๐ป ๐๐ผ๐ฟ๐ธ๐๐ต๐ผ๐ฝ ๐ผ๐ป ๐๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐ ๐ฆ ๐๐
๐ฐ๐ฒ๐น ๐ฎ๐ป๐ฑ ๐๐๐ ๐ฆ๐ฃ๐ฆ๐ฆ for our BBA 4th Semester students.
๐ ๐ง๐ฟ๐ฎ๐ถ๐ป๐ฒ๐ฟ: ๐๐ฎ๐ฟ๐๐ต๐ฎ๐ป ๐. ๐.
๐๐ฐ๐ฎ๐ฑ๐ฒ๐บ๐ถ๐ฐ ๐๐ถ๐ฟ๐ฒ๐ฐ๐๐ผ๐ฟ | ๐ ๐ฒ๐ป๐๐ผ๐ฟ | ๐ง๐ฟ๐ฎ๐ถ๐ป๐ฒ๐ฟ
The session focused on helping students move beyond theoretical statistics and actually ๐๐ผ๐ฟ๐ธ ๐๐ถ๐๐ต ๐ฟ๐ฒ๐ฎ๐น ๐พ๐๐ฎ๐ป๐๐ถ๐๐ฎ๐๐ถ๐๐ฒ ๐ฑ๐ฎ๐๐ฎ ๐๐๐ถ๐ป๐ด industry-relevant tools.
๐ข Students worked with the ๐๐ฎ๐บ๐ฒ ๐ฑ๐ฎ๐๐ฎ๐๐ฒ๐ ๐ฐ๐ผ๐น๐น๐ฒ๐ฐ๐๐ฒ๐ฑ ๐ณ๐ฟ๐ผ๐บ ๐ฏ๐ฌ ๐ฟ๐ฒ๐๐ฝ๐ผ๐ป๐ฑ๐ฒ๐ป๐๐ ๐๐ต๐ฟ๐ผ๐๐ด๐ต ๐ฎ ๐๐๐ฟ๐๐ฒ๐ and performed calculations through three different approaches:
1๏ธโฃ ๐ ๐ฎ๐ป๐๐ฎ๐น ๐๐ฎ๐น๐ฐ๐๐น๐ฎ๐๐ถ๐ผ๐ป: Understanding the mathematical logic behind statistical measures.
2๏ธโฃ ๐ ๐ฆ ๐๐
๐ฐ๐ฒ๐น: Using formulas and functions to calculate:
* Sum & Count
* Mean, Median & Mode
* Maximum & Minimum / Range
* Covariance
* Standard Deviation
* Pearson Correlation Coefficient
3๏ธโฃ ๐๐๐ ๐ฆ๐ฃ๐ฆ๐ฆ: Students then replicated the analysis in IBM SPSS, explored statistical outputs, and created graphical visualisations to interpret the collected data.
๐ ๐ฆ๐ฝ๐ฒ๐ฐ๐ถ๐ฎ๐น ๐ฆ๐๐ฝ๐ฝ๐ผ๐ฟ๐:
Our dedicated Mathematics Faculty, Mr. Jitendra Prasad Sir, supported students in understanding and performing the manual calculations, helping them connect mathematical concepts with computerized statistical analysis.
๐ก The real value of the session was not simply learning which button to click; students experienced the complete journey:
๐ฆ๐๐ฟ๐๐ฒ๐ โ ๐๐ฎ๐๐ฎ โ ๐ ๐ฎ๐ป๐๐ฎ๐น ๐๐ฎ๐น๐ฐ๐๐น๐ฎ๐๐ถ๐ผ๐ป โ ๐๐
๐ฐ๐ฒ๐น โ ๐ฆ๐ฃ๐ฆ๐ฆ โ ๐ฉ๐ถ๐๐๐ฎ๐น๐ถ๐๐ฎ๐๐ถ๐ผ๐ป โ ๐๐ป๐๐ฒ๐ฟ๐ฝ๐ฟ๐ฒ๐๐ฎ๐๐ถ๐ผ๐ป
This practical approach helped students understand how quantitative data is processed and transformed into information that can support ๐ฟ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต, ๐ฏ๐๐๐ถ๐ป๐ฒ๐๐ ๐ฎ๐ป๐ฎ๐น๐๐๐ถ๐, ๐ฎ๐ป๐ฑ ๐บ๐ฎ๐ป๐ฎ๐ด๐ฒ๐ฟ๐ถ๐ฎ๐น ๐ฑ๐ฒ๐ฐ๐ถ๐๐ถ๐ผ๐ป-๐บ๐ฎ๐ธ๐ถ๐ป๐ด.
๐ ๐ช๐ถ๐๐ต ๐๐ต๐ถ๐ ๐๐ผ๐ฟ๐ธ๐๐ต๐ผ๐ฝ, ๐๐ฒ ๐ฐ๐ผ๐ป๐ฐ๐น๐๐ฑ๐ฒ ๐๐ต๐ฒ ๐๐๐ ๐ฆ๐ฒ๐ฟ๐ถ๐ฒ๐ ๐ณ๐ผ๐ฟ ๐๐๐ ๐ฐ๐๐ต ๐ฆ๐ฒ๐บ๐ฒ๐๐๐ฒ๐ฟ ๐ณ๐ผ๐ฟ ๐๐ต๐ถ๐ ๐ฎ๐ฐ๐ฎ๐ฑ๐ฒ๐บ๐ถ๐ฐ ๐๐ฒ๐๐๐ถ๐ผ๐ป, ๐๐๐ฐ๐ฐ๐ฒ๐๐๐ณ๐๐น๐น๐ ๐ณ๐๐น๐ณ๐ถ๐น๐น๐ถ๐ป๐ด ๐ผ๐๐ฟ ๐ฐ๐ผ๐บ๐บ๐ถ๐๐บ๐ฒ๐ป๐ ๐๐ผ ๐ฐ๐ผ๐ป๐ฑ๐๐ฐ๐๐ถ๐ป๐ด ๐ฏ ๐๐๐/๐ช๐ผ๐ฟ๐ธ๐๐ต๐ผ๐ฝ๐ ๐ฒ๐๐ฒ๐ฟ๐ ๐๐ฒ๐บ๐ฒ๐๐๐ฒ๐ฟ.
And this is ๐ป๐ผ๐ ๐๐ต๐ฒ ๐ฒ๐ป๐ฑโ๐ถ๐'๐ ๐ฎ๐ป๐ผ๐๐ต๐ฒ๐ฟ ๐บ๐ถ๐น๐ฒ๐๐๐ผ๐ป๐ฒ.
More practical, skill-building, industry-oriented and career-focused ECA sessions are coming in the semesters ahead.
๐ Sincere thanks to our ๐๐ฎ๐ฐ๐๐น๐๐ ๐ ๐ฒ๐บ๐ฏ๐ฒ๐ฟ๐ ๐ฎ๐ป๐ฑ ๐ช๐ฒ๐น๐น-๐ช๐ถ๐๐ต๐ฒ๐ฟ๐ for their continuous support.
๐ Special appreciation to our backbone ๐๐ฑ๐บ๐ถ๐ป ๐ง๐ฒ๐ฎ๐บ โ ๐ ๐๐๐ธ๐ฎ๐ป ๐ ๐ถ๐๐ต๐ฟ๐ฎ & ๐ฅ๐ฎ๐บ ๐ก๐ฎ๐ฟ๐ฒ๐๐ต ๐ฌ๐ฎ๐ฑ๐ฎ๐ for their coordination and support.
๐ธ And heartfelt thanks to ๐๐ฟ๐ถ๐๐ต๐ป๐ฎ ๐ฃ๐ฎ๐ป๐ฑ๐ถ๐ for capturing these valuable learning moments through his lens.
๐๐ ๐๐ฝ๐ฒ๐
, ๐๐ฒ ๐ฑ๐ผ๐ป'๐ ๐ท๐๐๐ ๐๐ฒ๐ฎ๐ฐ๐ต ๐๐๐๐ฑ๐ฒ๐ป๐๐ ๐ต๐ผ๐ ๐๐ผ ๐ฐ๐ฎ๐น๐ฐ๐๐น๐ฎ๐๐ฒ ๐ฑ๐ฎ๐๐ฎโ๐๐ฒ ๐๐ฒ๐ฎ๐ฐ๐ต ๐๐ต๐ฒ๐บ ๐ต๐ผ๐ ๐๐ผ ๐๐ป๐ฑ๐ฒ๐ฟ๐๐๐ฎ๐ป๐ฑ ๐ถ๐, ๐๐ถ๐๐๐ฎ๐น๐ถ๐๐ฒ ๐ถ๐, ๐ฎ๐ป๐ฑ ๐๐๐ฒ ๐ถ๐ ๐๐ผ ๐บ๐ฎ๐ธ๐ฒ ๐ฏ๐ฒ๐๐๐ฒ๐ฟ ๐ฑ๐ฒ๐ฐ๐ถ๐๐ถ๐ผ๐ป๐.
Far Western University
