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AI FundamentalsData Preprocessing and Feature Engineering

14 items

1

Dropping Missing Rows in Pandas

Code Quiz
2

Handling Missing Data in Pandas

Quiz
3

Filtering a DataFrame with two conditions

Code Quiz
4

Filtering Rows in Pandas

Quiz
5

Handling Missing Data & Duplicates

Slides / Video
6

Pandas: Load, Filter & Select Data

Slides / Video
7

Handling Missing Data & Duplicates

Flashcard
8

Pandas: Loading, Filtering & Selecting Data

Flashcard
9

Encoding, Scaling & Transformations

Slides / Video
10

Handling Missing Data & Outliers

Slides / Video
11

Encoding, Scaling & Transformations

Flashcard
12

Handling Missing Data & Outliers

Flashcard
13

One-Hot Encoding a Category Column

Code Quiz
14

Detecting Outliers with IQR

Code Quiz
FlashcardAdvanced

Pandas: Loading, Filtering & Selecting Data

How to load a CSV into a DataFrame and select or filter its rows and columns with pandas.

Question

In pandas, how do you load a CSV and then select and filter its data?

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