Statistical Modelling (Dec 2024 - Apr 2025)
Statistical Modelling (Dec 2024 - Apr 2025)
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The course is intended for the 2nd-semester master's students pursuing M. Tech in Data Science. All the resource materials, along with the course details, are given here. The contents are taken from multiple resources and are prepared for circulation among the students only.
Course Website: https://abhijith1992.github.io/24DS636_SM/
24DS636_SM_Part0_CourseIntro.pdfPart0: Course Introduction
Part_1.1_ProbabilityTheory1_24DS632_PGMs.pdfPart 1.1
Part_1.2_ProbabilityTheory2_24DS632_PGMs.pdfPart 1.2
Part_2_IntroToStatistics_24DS636_SM.pdfPart 2
Part_3_DescriptiveStatistics_24DS636_SM.pdf.pdfPart 3
Part_4_SamplingDistributions_24DS636_SM.pdfPart 4
Part_5_Normal&OtherDistributions_24DS636_SM.pdfPart 5
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