Practical Data Science using Python - EDA Project - 1

Practical Data Science using Python - EDA Project - 1

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial covers exploratory data analysis on Lending Club's dataset to identify factors leading to loan defaults. It begins with an introduction to the problem, followed by importing necessary libraries and the dataset. The tutorial then explores the dataset, emphasizing the need for manual feature selection to simplify analysis. A key transformation involves converting loan status into a binary format for easier analysis. The video also discusses statistical analysis using the describe function, handling missing values, and performing univariate analysis to understand loan amount distribution.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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