Python Pandas Library Tutorial Data Science Machine Learning Deep Learning Learn Data Analysis
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In this lesson, I talk about Pandas library in 1 video.
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00:02:18 What is Pandas?
00:06:18 Series
00:11:59 Working with Series
00:08:02 DataFrame
00:26:41 Selecting
00:34:55 Important methods
00:43:01 Arichmetic operations
00:50:37 Ranking
00:57:33 Data summarizing
01:04:28 Data reading writing
01:16:25 Missing data
01:25:56 Data transformation
01:47:45 Indexing
01:58:21 Merging
02:16:53 Reshaping
02:28:54 Grouping
02:49:38 Applying a function
03:03:47 Pivot tables
03:18:03 Categorical data
03:37:27 Working with text
03:51:14 Practice
04:09:07 Multiple selecting
04:21:51 Data visualization
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