Welcome to the 2nd semester syllabus for the Information Technology & Engineering branch at Bihar Engineering University.
Paper Code | Paper Title | L | T | P | Credits |
---|---|---|---|---|---|
100203 | Chemistry | 3 | 1 | 3 | 5.5 |
105202 | Mathematics –II (Probability and Statistics) | 3 | 1 | 0 | 4 |
100204 | Programming for Problem Solving | 3 | 0 | 4 | 5 |
100205 | Workshop Manufacturing Practices | 1 | 0 | 4 | 3 |
100206 | English | 2 | 0 | 2 | 3 |
Probability spaces, Conditional probability, Independence; Discrete random variables, Independent random variables, The multinomial distribution, Poisson approximation to the binomial distribution, Infinite sequences of Bernoulli trials, Sums of independent random variables; Expectation of discrete random variables, Moments, Variance of a sum, Correlation coefficient, Chebyshev's Inequality.
Continuous random variables and their properties, Distribution functions and densities, Normal, exponential and gamma densities.
Bivariate distributions and their properties, Distribution of sums and quotients, Conditional densities, Bayes' rule.
Measures of central tendency: Moments, skewness and kurtosis - Probability distributions: Binomial, Poisson and Normal - Evaluation of statistical parameters for these three distributions, Correlation and regression – Rank correlation.
Curve fitting by the method of least squares- fitting of straight lines, second degree parabolas and more general curves. Test of significance: Large sample test for single proportion, difference of proportions, single mean, difference of means and difference of standard deviations.
Test for single mean, difference of means and correlation coefficients, test for ratio of variances - Chi-square test for goodness of fit and independence of attributes.
(Only if time is available, otherwise should be done as part of the lab)
(This unit involves interactive practice sessions in Language Lab)