Exploratory Data Analysis using Python تحليلات سوعبانية

#Ahmed_Sami #Arabic_Big_Data
Exploratory Data Analysis using Python
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Repo containing material showed in the videos
https://github.com/ahmedsami76/eda-python
Chapters
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00:00:00 Intro
00:02:46 Python revision
00:18:57 Randomization in Python
00:37:27 Intro to Numpy
01:43:10 Matplotlib
02:33:19 Intro to Pandas
03:46:18 Calculating Averages
05:22:35 Pandas Deep Dive
06:00:37 Essential EDA Pandas Methods
06:44:07 Intro to Seaborn
07:17:11 Visualization of EDA
10:00:13 Pandas Long Format
10:32:28 Intro to Kmeans Clustering
11:20:16 Intro to Preprocessing
11:42:34 Outro