Statistics for Data Science II
Advanced probability distributions, sampling, point estimation, hypothesis testing, and regression analysis.
Duration
4 WEEKS
Schedule
SELF-PACED + LIVE
Outcome
CERTIFICATE
₹599
₹499
SAVE ₹100
Statistics for Data Science II
COURSE SYLLABUS
Comprehensive curriculum aligned with IIT Madras BS Degree
Discrete & Continuous Probability Distributions
Uniform, Normal, Exponential, Binomial, and Poisson distributions, Random variables, Expectation and Variance
Sampling Distributions & Point Estimation
Central Limit Theorem (CLT), Chi-Square distribution, Student-t distribution, F-distribution, Properties of estimators
Confidence Intervals & Hypothesis Testing
One-sample and Two-sample Z-tests, t-tests, Proportion tests, Type I and Type II errors, p-values and Power of a test
ANOVA, Chi-Square Tests & Regression
One-way and Two-way ANOVA, Goodness-of-fit and Independence tests, Simple Linear Regression model and assumptions
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Join hundreds of Tamil medium students mastering Statistics for Data Science II and securing their foundation in Data Science.