Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (2)

Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (2)

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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This video tutorial demonstrates how to conditionally select values from data frames using pandas. It covers selecting rows based on conditions, such as values being greater than zero, and how to extract specific rows and columns using the loc function. The tutorial concludes with an assignment to practice these skills and introduces the next project, which involves manipulating and implementing a random forest on the Titanic dataset.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of cropping a data frame to select specific rows and columns.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some important functions of pandas that can be used for data manipulation?

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