Master Pandas a Data Analysis Python Tool

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Published on May 20, 2024 12:00:00 AM ● Video Link: https://www.youtube.com/watch?v=Eo-6TPYnqtc

Duration: 1:50:51

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Master Pandas a Data Analysis Python Tool

00:00:00 Introduction
00:01:21 Project Setup
00:05:04 What is Pandas
00:05:34 Install Pandas
00:07:20 Learning Resource Jupyter Notebook and Numpy
00:08:25 Basic Data Structure
00:10:40 Import Pandas
00:11:33 Series
00:17:36 DataFrame
00:25:37 Inspecting and Viewing Data
00:38:23 Column Selection or Indexing
00:45:00 Column Insertion
00:51:15 Column Updation
00:55:04 Column Deletion
01:00:00 Filter
01:02:02 Missing Data
01:08:32 Stats - mean min max agg
01:13:09 Transformation
01:17:00 Value Counts
01:18:57 String Methods
01:22:30 Merge - inner, left, right, outer join
01:26:52 Concat
01:28:54 Grouping
01:33:07 Pivot Table
01:37:00 Map
01:39:35 Import Export File
01:39:50 Write Read CSV File
01:43:20 Write Read Excel File
01:45:47 Write Read JSON File
01:47:48 Other file format
01:49:00 Use Case with Django

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