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

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

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial demonstrates how to use the pandas library to analyze a COVID-19 dataset. It covers loading data from a CSV file, exploring its structure, and performing basic data cleaning and analysis tasks. The tutorial also addresses handling missing data and grouping data by specific columns to summarize information. The video concludes with a brief mention of upcoming lessons on data visualization.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the potential issues when using the dot operator for DataFrame assignments?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how to group the data by country and summarize the confirmed cases.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you filter the dataset for records between specific dates?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What insights can be gained from visualizing the COVID-19 data?

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