Greetings from the Data Analytics and Visualization (DAV) Team, UGAC! We are excited to present our latest report- Grading Stats Report 3.0, a comprehensive compilation analyzing academic grading trends and performance metrics across the institute. The report provides valuable insights, including: Core Course Analysis: A detailed breakdown of average grades across freshman, sophomore, and third-year mandatory core courses. Elective & Minor Analysis: A statistical comparison of grading averages, seasonal fluctuations, and standard deviations across departments. AP & AA Grade Distributions: An analysis of how often departments hand out APs and what percentage of students manage to land an AA in different courses. The CPI Booster Score (CBS): A breakdown of the math and metrics we used to highlight the courses that help elevate your CPI the most. And much more! We invite you to explore the report to gain a deeper understanding of our academic grading ecosystem and to aid your data-driven course selection. Access the report here: https://drive.google.com/file/d/1nGdo7dVN6QIMW2pw2GArBsmjbIpRNSlo/view?usp=sharing For any feedback or suggestions, feel free to reach out to us. Warm regards, Shrestha Khatri | Rakshana Sundaram Heads, Data Analytics and Visualization (DAV) Team Undergraduate Academic Council (UGAC) 9711386686 | 7708100306 | dav.ugac@iitb.ac.in -- Siddhant Sumit Gupta General Secretary, Academic Affairs (UG) Indian Institute of Technology, Bombay Powai, Mumbai - 400076 Email: gsecaaug@iitb.ac.in UGAC Website: https://ugac-iitb.github.io/UGAC-IITB/ Instagram: https://www.instagram.com/ugac.iitb/