Python Workshop Data Analysis in Urdu
00:00:00 Python Introduction
00:00:48 Downloading and Installing Python / Anaconda
00:04:25 Installing Python Libraries/ Packages
00:05:21 Python Code Editors/ IDE
00:07:51 Points to Remembers when Performing Data Analysis
00:10:25 Python Objects and Data Types
00:14:00 Python File Extension and Python Keywords
00:16:00 Python use as Calculator
00:19:05 Use of Variable in Python
00:30:20 Mathematical Functions in Python
00:43:00 Computing Descriptive Statistics in Python
01:25:50 Computing Z-Score in Python
01:35:50 Computing Descriptive Statistics by using groupby function
01:55:30 Data Visualization on iris data set in Python
02:10:00 vega_datasets Python library
02:19:29 Importing and Exporting Data Files in Python
02:24:25 Basic Data Cleaning in Python
02:28:10 pairplot, correlation and regression model in Python
02:37:15 Simple Random Sampling in Python
02:41:20 Simulating Central Limit Theorem in Python
03:09:00 Machine Learning Algorithm in Python