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00201011609810Main Course Topics:
Python
Excel
Statistics
SQL
Power BI
Workshop
Python:
Introduction
Installing Python
Simple Little Boxes - Variables in Python
The 123s - Numbers in Python
The ABCs - How to use Strings to handle text in Python
Logic and Conditional Flow in Python
Python Data Structures
Loops In Python
Functions in Python
Excel:
Basics of Excel
How to Clean Data
Create A Pivot Tables
Create Dashboard
Statistics:
Understanding data
Central Tendency
Measures of Dispersions
Correlation
Normal Distributions
Standard Normal Distributions
Sample Distribution
Central Limit Theorem
Confidence Interval
Statistical Significance
Normal Distributions
Hypothesis Testing
A/B Testing
SQL:
Setting up MySQL
Basic queries in SQL
Advanced queries in SQL
Power Bi:
Introduction to data Visualization
Design
Clean Code
Data Visualization in Power Bi
Make Dashboard & Stories in Power Bi
Final Project
the instructor is very patient and understanding with the student
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