Data Analysis Course
Data Cleaning, Visualization, and Analysis
The course has been developed and taught by Ahmed Dawoud to guide junior data analysts. It is meant to provide a deep yet simple introduction to the most important concepts in data analysis.
Lecture 1: Introduction to applied data science with a real word hands-on case study
A detailed case study starting from data collection all the way to data analysis and impact evaluation
Lecture 2: The Principles of High-Quality Data Visualizations with python applications
How to build the most effective data visualization possible.
Lecture 3: Basics of Pandas and Numpy: a comprehensive review
The most important and frequently used functions
Lecture 4: Replication of the same python project using Excel
Example: Handling missing and duplicate values using excel