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### Statistics

- Descriptive Statistics
- Probability Theory
- Estimation
- Hypothesis Testing
- Probability Distribution
- Correlation and Regression
- Sampling Theory
- ANOVA
- Design of Experiment
- Statistical Quality Control
- Time Series Analysis
- Index Numbers

### Mathematics

- Pre-algebra
- Algebra
- Pre-calculus
- Calculus
- Linear Algebra
- Geometry
- Differential Equations
- Number Theory
- Applied Mathematics
- Advanced College Math

### Operations Research

- Linear Programming
- Transportation Problem
- Assignment Problem
- Inventory Problems
- Decision Theory
- Game Theory
- Queueing Theory
- Sequencing Problem
- Replacement Problem
- Network Flow Problem

### R Programming

- R Basics
- Data Structures in R
- Exploratory Data Analysis Using R
- Parametric tests
- Non-parametric tests
- Regression Analysis
- Statistical Process Control
- Multivariate Analysis
- Time Series Modelling
- Machine Learning

### Python

- Python Basics
- Numpy and Pandas
- Use of Scikit
- Exploratory Data Analysis
- Statistical Analysis With Python
- Supervised Learning
- Unsupervised Learning
- Natural Langugae Processing
- Image Processing

### Excel

- Excel Basics
- Charting with Excel
- Pivot-tables
- Excel-Solver
- Financial Functions
- Mathematical Functions
- Statistical Functions
- Data Analysis Add-in
- Automating With Macros

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##### Use Of Statistical Softwares

Assignment on Statistics using the latest Statistical Softwares like SPSS, MiniTab, Microsoft Excel, R Programming, Python etc.

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