Data Science and Machine Learning (Theory and Projects) A to Z - Pandas for Data Manipulation and Understanding: Introdu

Data Science and Machine Learning (Theory and Projects) A to Z - Pandas for Data Manipulation and Understanding: Introdu

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video provides an introduction to the Pandas library, highlighting its capabilities in data handling, cleaning, and manipulation. It explains the relationship between Pandas and Numpy, and introduces the two main data structures in Pandas: Series and DataFrame. The tutorial demonstrates how to create and manipulate Series, including indexing and slicing, and shows how to create Series from dictionaries. The video aims to familiarize viewers with basic Pandas operations and prepare them for more advanced topics in future videos.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What happens if you do not supply indices when creating a Series?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What type of object is returned when you call the values of a Series?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how slicing works in pandas when using explicit indices.

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