Probability, Statistics and Linear Algebra (IS401)-CSE (IV) | RGPV

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• Syllabus

• Syllabus - Probability, Statistics and Linear Algebra (IS401)

• Basic Probability

• Probability Spaces
• Random Variables
• Independent Random Variables

• Basic Statistics

• Measures of Central Tendency
• Probability Distributions
• Correlation and Regression

• Applied Statistics

• Curve Fitting
• Test of Significance

• Small samples

• Test for Single Mean
• Test for Ratio of Variances
• Time Series

• Linear Algebra

• Cramer's Rule and Singular Value Decomposition
• Euclidian Vector Spaces and Projection
• Hermitian and Unitary Matrix
• Gram -Schmidt Orthogonalization and LU- Decomposition