This video is a full pandas crash course for beginners. We cover everything form basics like indexing to things like querying, filtering and iterating all the way to grouping, concatenating and merging.
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Timestamps:
(0:00) Intro
(2:16) Environment Setup
(5:58) Series & Data Frames
(12:38) Import & Export Data
(17:00) Data Exploration Functions
(22:24) Statistical Functions & Plotting
(29:20) Accessing Data
(35:29) Manipulating Data (Applying Functions)
(42:44) Data Cleaning
(46:19) Iterating Over Data Frames
(48:03) Filtering & Querying Data
(55:01) Grouping Data
(58:57) Sorting Data
(59:25) Merging, Concatenating & Joining Data
(1:05:24) Outro