• Matrices
• Matrices Introduction
• Deferent Types of matrices

• Matrix Multiplication, Arithmetical Operations, Matrix Determinants, Inverse of a Matrix
• Matrix algebra
• Addition, subtraction and multiplication of matrices
• Symmetric and skew Symmetric matrices
• Determinant of a matrix
• Inverse of a matrix
• Rank of a matrix

• Solution of Simultaneous Equations Using Matrices
• Solution of Simultaneous linear equations using matrices
• Matrix inversion method
• Cramer’s rule

• Sets
• Introduction and definition
• Different types of sets
• Union, intersection and complement of a set
• Difference of two sets
• Venn diagram

• Basic Probability Concepts – Addition and Multiplication Theorems of Probability, Marginal, Joint and Conditional Probability
• Probability
• Definitions –random experiment, sample space events etc.
• Statement of Addition theorem and multiplication theorems
• Problems based on the above theorems
• Conditional probability

• Baye’s Theorem and its Business Applications
• Probability
• Inverse Probability
• Bayes theorem and its applications in business

• Correlation: Different Types of Correlation, Karl Pearson’s Correlation Coefficient, Spearman’s Rank Correlation Coefficient, Concurrent Deviation Method, Coefficient of Determination
• Correlation
• Introduction
• Types
• Coefficient of correlation
• Measurement of correlation
• Scatter Diagram
• Karl Pearson’s coefficient of correlation
• Rank correlation
• Coefficient  of Variation
• Properties of correlation coefficient

• Regression Analysis: Line of Best Fit, Least Square Method, Business Applications.
• Correlation and regression
• Regression –Introduction and definition
• Types of regression
• Line of best fit
• Regression equations
• Properties of regression lines and regression coefficients
• Standard error of estimate
• Simple linear regression
• Problems based on linear regression

• Time Series Analysis: Different Components of Time Series, Application of Time Series in Business Forecasting
• Time Series Analysis
• Introduction and definitions
• Various components of time series
• Determination of trend by
• Graphical method
• Moving average method
• Least Square method
• Calculation of seasonal indices
• Simple average method