Learn Pandas in 1 Video

Pandas TutorialPandas is an amazing framework used to work with tabular data, input data from numerous file / database types, clean data, analyze it and visualize it. If you want a video that condenses the whole Pandas API and all that it can do into 1 video with hundreds of examples, then this video is for you.

All the files and the Pandas Jupyter Notebook Cheat Sheet is here. Next I’ll cover MatPlotLib, Seaborn, SciPy, StatsModels, Plotly, Scikit-learn, TensorFlow, PyTorch, Keras, Scrapy, Linear Algebra, Calculus and more.

Install for Windows : https://youtu.be/a7Ylbn1ikF0
Install for MacOS : https://youtu.be/2JeoNlCcLOM
Probability in One Video : https://youtu.be/sEte4hXEgJ8
Statistics in One Video : https://youtu.be/tcusIOfI_GM
NumPy in One Video : https://youtu.be/8Y0qQEh7dJg


00:00 Intro
01:05 Series
05:55 Creating DataFrames
10:02 Editing / Retrieving Data
18:29 Conditional Selection
24:07 Importing Data from Anywhere
33:00 Basics & Math
41:33 Grouping Data
43:36 Concatenate, Merge & Join Data
46:06 Statistics
51:50 Iteration
53:51 Sorting
55:13 Manipulate Data with Functions
1:03:30 Aligning, Reindexing, Renaming
1:08:33 MultiIndex
1:15:53 Cleaning Data
1:18:34 Real World Examples
1:25:21 Visualization
1:38:14 Installation & Virtual Environments

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