Python for AI #2: Exploring and Cleaning Data with Pandas

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

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

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Комментарии
Автор

I really enjoyed hearing you think and draw conclusions from the data great video

TheRicherthanyouguy
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Thank you for this video! It looks like Python can do all kinds of data analysis now. And when it comes to no-coding platform, I also like sending my data to Powerdrill AI to let it do this for me!

leijiang-pilot
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Only after I stuck a piece of duct tape on my screen to cover this beautiful creature I was able to finally concentrate on the learning materials. Such a distraction!

putin---huilo
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