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Welcome to Week 9 Tutorial 3 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 explore how to determine the most likely activation energy (Ea) for an isomerization reaction using the Sum of Squared Errors (SSE) method. Starting from the Arrhenius equation, we linearize it into the form y = mx + c, calculate the required values of x_ and y_, and test different slope values (m_, m_, m_, m_). By computing the SSE for each case, we identify which slope minimizes the error and hence corresponds to the correct activation energy. This step-by-step approach combines chemical kinetics with mathematical reasoning. 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 #ArrheniusEquation #ActivationEnergy #Isomerization #ReactionRates #ChemicalKinetics #SumOfSquaredErrors #SSE #LinearRegression #DataAnalysis #Science #Chemistry #PhysicalChemistry #Lecture #Education #ArrheniusConstant #PreExponentialFactor #UniversalGasConstant #datasciencemath #iitmadras #onlinestudy
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