Completed
Demo
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Kung Fu Data Wrangling in Python with Pandas
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 What is Python
- 3 What is pandas
- 4 What is numpy
- 5 What are data frames
- 6 Pandas vs R
- 7 Pandas vs SQL
- 8 Demo
- 9 Jupiter Notebook
- 10 Adventureworks Play
- 11 PD
- 12 Read CSV
- 13 DataFrame
- 14 Description
- 15 Numerics
- 16 Internet Sales
- 17 Chaining Methods
- 18 Filtering Methods
- 19 Performant
- 20 Ilog
- 21 Iloka
- 22 Row Subscript
- 23 Set Index
- 24 DropEqualFalse
- 25 Loke
- 26 Range
- 27 Index Access
- 28 Filter Access
- 29 Update Data
- 30 Export Data
- 31 Reset Index
- 32 Sort
- 33 Save
- 34 Pickle
- 35 GroupBy
- 36 PivotTable
- 37 Joining
- 38 Adding a new table
- 39 Merge statement
- 40 Left join
- 41 Concatenation
- 42 Missing Values
- 43 Explanation
- 44 Pandas Journey
- 45 References
