Statistics for Data Science 1 - Statistics for data science - I

Welcome to course "Statistics for Data Science - I" by Prof. Andrew Thangaraj. Full Course: https://study.iitm.ac.in/ds/course_pages/BSMA1002.html Video Overview This lecture explores the scientific meaning of probability, focusing on scenarios where all outcomes of an experiment are equally likely. We'll delve into how to calculate the probability of an event when all potential consequences are uniform, using axioms and properties of probability, culminating in practical examples like rolling dice and drawing cards. 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 #Probability #UniformProbability #SampleSpace #EventProbability #AxiomsOfProbability #ClassicalProbability #DiceRoll #CardDraw #ConditionalProbability #Statistics #MathLecture #ProbabilityTheory #Outcomes #Experiment