Python for AI #2: Master Data Exploration & Cleaning with Pandas 🐼

Python for AI Development Course #2: In this lesson, we learn how to explore, clean and prepare data for machine learning model training.

Get the code here: https://github.com/AssemblyAI/youtube-tutorials/blob/main/Data%20preparation%20and%20model%20training.ipynb

Get the data: https://www.kaggle.com/datasets/usdot/flight-delays

00:00 - Intro
01:22 - Types of data
02:00 - Data documentation
03:34 - Settings up the notebook
06:23 - First look at the data
09:41 - Missing values
20:24 - Outliers
24:46 - Issues with categorical values
30:26 - Preparing the target feature
35:06 - Final prep for model training

Python for AI Course: https://youtube.com/playlist?list=PLcWfeUsAys2lpJzESyeRUVvJlU6ycjr-b

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