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The unit-wise syllabus below is complete, so you can still plan what to study.
UNIT 1
Overview on data visualization; R package ggplot2 for elementary visualizations, including summary statistics, density plots, networks, R packages dplyr, ggplot2.
Probability Models: Random experiments, Sample Space, Events, Probability, Conditional Probability and Independence, Random variables, Discrete Distributions (Bernoulli, Binomial, Geometric, Poisson), Continuous Distributions (Uniform, Exponential, Normal, Gamma and Chi-square, F-distribution, Students’t distribution), Expectation, Transforms, Generating random variates. Joint Distributions.
As per the latest IPU syllabus — cross-check electives with your college.
Where can I download Statistical Modelling and Data Visualization (ICT 520T) notes for IPU?
This page has upcoming Statistical Modelling and Data Visualization notes for IPU M.Tech M.Tech CSE semester 2, aligned with the latest IPU syllabus. Free resources download instantly; premium ones unlock right after payment.
Are previous year question papers (PYQ) available for Statistical Modelling and Data Visualization?
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Which semester is Statistical Modelling and Data Visualization taught in for M.Tech CSE?
Statistical Modelling and Data Visualization (ICT 520T) is a semester 2 subject in the IPU M.Tech M.Tech (Computer Science and Engineering) (M.Tech CSE) curriculum.
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