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Lecture 16 of 23

Generating basic data

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Section 1: Introduction3 videos

The right tool for the job

1m

Getting set up

4m

Overview of the libraries

1m
Section 2: pandas for Data Analysis and Manipulation6 videos

Overview of pandas

2m

pandas data structures

12m

Reading and writing data files with pandas

12m

pandas data operations

9m

Data cleaning with pandas

2m

Data cleaning operations

9m
Section 3: Polars A Faster DataFrame5 videos

Overview of Polars

12m

Comparing Polars with pandas

2m

Reading and writing data with Polars

7m

Working with Polars data

10m

Lazy execution with Polars

9m
Section 4: Faker for Generating Fake Data5 videos

Intro to Faker

3m

Generating basic data

4mNow Playing

Generating numerical data

9m

Generating text data

8m

Combining Faker with pandas

17m
Section 5: Visualizing Data3 videos

Fundamentals of Matplotlib

3m

Creating a basic plot

7m

Customizing plot appearance

12m
Section 6: Conclusion1 videos

Summary

1m