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### Statistics

Descriptive Statistics

Probability Theory

Estimation

Hypothesis Testing

Probability Distributions

Correlation and Regression

Sampling Theory

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

Data Visualization

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

Dashboard

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.