python-data-analysis-workshop's Introduction

Python Data Analysis Workshop

This repository contains notebooks and slides to an online workshop I co-organized with Rahaf AlNajjar and Soubhi Hadri.

Additionally, the sessions have been recored and uploaded to YouTube (in Arabic).

The aim of this workshop is to increase the literacy of the common Python tools in the world of data science. The main audience of this workshop were beginners with some programming experience.

You can access the notebooks directly using Google Colab from the links provided in the table below. Also, You can access the sessions recordings as well (in Arabic) from the table below.

Session	Session title	Session details	Google Colab Link
First session	Intro to Data Analysis	Introduction to the main tools of Python data science and the different roles (data engineer, data scientist, machine learning engineer)	___
Second session	NumPy tutorial	Introduction to the famous `NumPy` library and its core concepts (array, broadcasting, aggregations)
Third session	Pandas tutorial	Introduction to the main data analysis library `pandas`
Fourth session	Case study	Using both `pandas` and `NumPy` to analyze Google Play Store Apps data

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