Data Cleaning for Data Analysis with Python using Pandas

Описание: In this introductory tutorial, we'll explore the data cleaning and preprocessing steps of the data analytics process. This video covers everything you need to know to get started with data analysis using Pandas in Python.

Cheat sheet: https://tylerlcrawford.com/cheat-sheets/

🕒 Timestamps:

00:42 Introduction
01:17 understanding the dataset
03:44 handling missing values
05:42 removing duplicates
07:19 data type conversion
08:55 handling outliers
10:26 data notmalization and scaling
12:00 feature engineering
14:17 data transformation
15:57 handling imbalanced data
17:37 dealing with multicolinearity
20:24 data integration


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