Python for AI #2: Exploring and Cleaning Data with Pandas
Автор: AssemblyAI
Загружено: 2023-03-09
Просмотров: 32437
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...
Get the data: https://www.kaggle.com/datasets/usdot...
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: • Python for AI Developers
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