Machine Learning: Random Forest with Python from Scratch - Recursion

Machine Learning: Random Forest with Python from Scratch - Recursion

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial begins with a brief overview of a previously implemented random forest model using SK learn. The session aims to implement a random forest from scratch without using Python's built-in libraries, except for pandas. The focus is on understanding the underlying processes of SK learn's implementation. The tutorial introduces Riccurian, a programming concept similar to recursion, and demonstrates its implementation in Python. The video explains the base case, variable updation, and recall in Riccurian, using a practical example in a Jupyter notebook. The session concludes with an explanation of how Riccurian functions operate like a stack.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What was the output of the recursive function when counting down from 10?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What happens when the recursive function reaches its base case?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the stack function relate to recursion?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the next topic to be covered in the following lecture?

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