Data Analysis, Modeling and Simulation using Excel Course

Introduction

This course is about Statistics and Data Analysis. The course will teach you the advanced concepts related to Statistics and Data Analysis, and help you in applying these concept. Various examples and data-sets will be used and then we will show you how to use Microsoft Excel to perform these calculations.

Course Objective:

•          Descriptive and Inferential Statistics.

•          Statistical calculations.

•          understand statistics from basic to advance using excel

Duration

5days

Who should attend?

Statistician, analyst, or a budding data scientist and beginners who want to learn how to analyze data with excel.

Course content

•          Statistics Introduction and Definitions

•          Types of Data in Excel - Text, Numbers, Date/Time, Logical

•          Qualitative vs Quantitative Data / Continuous vs Discrete

•          Nominal, Ordinal, Interval & Ratio

•          Population and Sample (Theory)

•          Understanding Data Types

•          Understanding Formulas and Functions

•          Relative vs Absolute Reference

•          Formulas, Functions and Named Ranges

•          Descriptive Statistics

•          Section Introduction - Descriptive Statistics

•          Descriptive Statistics - Central Tendency

•          Descriptive Statistics - Variation

•          Installing Data Analysis Pack and Calculating Descriptive Statistics

•          Descriptive Statistics - Central Tendency

•          Descriptive Statistics - Variation (Excel)

•          Descriptive Statistics - Shapes

•          Descriptive Statistics

•          Data Visualization

•          Three commonly used Charts

•          Create Histogram

•          Histogram Shapes

•          Create Box and Whisker Plot

•          Scatter Diagram

•          Create Scatter Plot

•          Data Visualization

•          Introduction to Basic Probability Concepts

•          Basic Probability Concepts