Pandas Tutorial for Beginners | Advanced Pandas Essential Training
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In this video we are going to see the basics of Pandas . These are the fundamentals of Pandas and essential trainings. we will see more and more in upcoming videos.
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//Chapters and time splits
00:00:00-00:00:44 Take pandas to the next level
00:00:45-00:02:00 Getting started with pandas
00:02:01-00:04:31 Intro to DataFrames using pandas
00:04:32-00:08:07 Top functions using pandas
00:08:08-00:09:53 Configuring options using pandas
00:09:54-00:12:24 Data type conversions using pandas
00:12:25-00:14:52 Working with strings using pandas
00:14:53-00:18:00 Working with dates using pandas
00:18:01-00:22:09 Dealing with missing data using pandas
00:22:10-00:25:41 Apply / Map / Applymap
00:25:42-00:29:09 Groupby and aggregations using pandas
00:29:10-00:35:02 Reshaping dataframes (pivot, stack)
00:35:03-00:40:15 Merging(merge, join) and concatenating (concat) dataframes
00:40:16-00:43:44 Mapping variables into groups
00:43:45-00:47:54 Plotting with pandas
00:47:55-00:52:17 Correlations and statistical functions
00:52:18-00:56:07 Accelerate EDA with pandas-Profiling
00:56:08-00:59:04 Explore Geographic data with Geopandas
00:59:05-01:01:36 Beyond pandas with Dask and Koalas(Spark)