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W4_L1: Introduction to continuous random variables with examples

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Jul 17, 2021
19:04

Welcome to Week 4 Lecture 1 of the course "Statistics for Data Science - II" by Prof. Andrew Thangaraj Full Course: https://study.iitm.ac.in/ds/course_pages/BSMA1004.html Video Overview This lecture introduces continuous random variables and explains their importance in statistical analysis. We discuss the limitations of discrete random variables for large datasets and show how continuous models provide simpler and more practical solutions. Using meteorite data we illustrate the core concepts of continuous random variables with histograms and basic data manipulation techniques. 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 #ContinuousRandomVariables #Statistics #Probability #DataAnalysis #Histogram #ProbabilityDensityFunction #CumulativeDistributionFunction #MeteoriteData #BinomialDistribution #DataModeling #IITMadras #onlinedegree #datascience

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W4_L1: Introduction to continuous random variables with examples | NatokHD