🐍 Pandas 🐼 Crashcourse скачать в хорошем качестве

🐍 Pandas 🐼 Crashcourse

Pandas python for beginners full crash course tutorial TIMESTAMP PANDAS SERIES AND DATAFRAME Short explanation about pandas - 0:00 Series - 0:10 indexing in a series - 1:25 Renaming index in a series - 01:47 Access values in a series - 02:42 Using dictionary to create a series - 3:52 Dataframe - 04:58 Setting index using an existing column - 06:25 Resetting index - 07:54 Reading and exporting csv files into dataframe - 09:05 SELECTING DATA Import pandas library - 10:38 Select a single column - 11:24 Select multiples columns - 12:47 Conditional selection - 16:49 Head and tail function - 21:28 DATA MANIPULATION Import pandas & read csv - 22:18 Renaming a column - 23:40 Delete a column - 24:41 Add a column - 25:14 Change the datatype of a column - 27:26 Dealing with datetime columns and methods - 30:19 Sorting values - 35:26 Head and tail - 36:26 Transpose - 37:00 DATA AGGREGATION AND GROUPBY Quick Data Manipulation - 37:22 Aggregation functions - 42:19 Unique function - 44:20 Grouby function - 45:18 Grouping multiple columns - 46:39 DATA CLEANING Dirty data overview - 48:21 Checking for and removing white spaces - 48:51 Removing rows with null values- 49:52 Threshold - 50:27 Removing columns with null values - 50:55 Replacing null values with specific value - 51:29 Fixing wrong data - 52:10 DATASETS: https://drive.google.com/file/d/1FrY9... https://drive.google.com/file/d/1YE9n... #DonData #python #pandas