Mathematics for Data Science 1 - W6_T8: Tutorial 8

Welcome to Week 6 Tutorial 8 of the course "Mathematics for Data Science I" by Profs. Neelesh Upadhye, Madhavan Mukund. Full Course: https://study.iitm.ac.in/ds/course_pages/BSMA1001.html Video Overview In this tutorial, we learn how to find the best-fit constant term c for a fifth-degree polynomial using the Sum of Squared Errors (SSE) method. By expressing SSE as a function of c, the problem reduces to solving a quadratic equation. We then identify the optimal value of c by locating the vertex of the parabola, ensuring the minimum SSE. This session connects concepts of curve fitting, optimization, and regression, providing a practical example of applying algebra to data analysis. About IIT Madras' online Bachelor of Science programme IIT Madras offers four-year BS programmes that aim to provide quality education to all, irrespective of age, educational background, or location. The BS programme has multiple levels, which provide flexibility to students to exit at any of these levels. Depending on the courses completed and credits earned, the learner can receive a Foundation Certificate from IITM CODE (Centre for Outreach and Digital Education), Diploma(s) from IIT Madras, or BSc/BS Degrees from IIT Madras. For more details, Visit: https://www.iitm.ac.in/academics/study-at-iitm/non-campus-bs-programmes #bestfit #polynomial #sumsquarederror #SSE #curvefitting #mathematics #statistics #regression #leastsquares #vertex #optimization #dataanalysis #datasciencemath #iitmadras #onlinestudy