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| General Topics Cross Multiplication, Powers |
Introductory Calculus Complex Numbers, Powers and Exponentials,Logarithms, Trigonometric Functions |
Calculus Integration, Differention, Functions of Several Variables |
Counting Problems Exploratory Data Analysis, Graphical Methods |
| Discrete Maths Binary numbers, Set Theory, Graphs, Recurrences Relations |
Computer Maths 2 Information Theory, Data Compression, Huffman Coding, Shannon Coding |
Statistics Hypothesis Testing, Confidence Intervals, Sample Size Estimation |
Probability Fundamentals of Probability, Probability Distribution |
| Data Analysis Exploratory Data Analysis, Graphical Methods |
Linear Algebra Basics of Matrices, Matrix Calculations, Eigenvalues and Eigenvectors |
Financial Maths Interest Calculations, Modelling Cash Flows, Portfolio Metrics |
Advanced Calculus Laplace Transforms, Fourier Series, Vector Calculus |
| Operations Research Game Theory, Decision Theory, Linear Programming |
Stochastic Processes Game Theory, Decision Theory, Linear Programming |
Linear Regression and Correlation Linear Regression, Correlation |
ANOVA Analysis of Variance procedures |