Machine Learning Random Forest with Python from Scratch - Using NumPy for Random Forest

Machine Learning Random Forest with Python from Scratch - Using NumPy for Random Forest

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

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The video tutorial introduces Python packages, focusing on Numpy. It covers importing and installing Numpy, creating arrays, and using basic and advanced Numpy functions like a range, reshape, and random. The tutorial also demonstrates performing calculations on arrays, such as summing elements and calculating standard deviation. The session concludes with a brief introduction to Pandas, setting the stage for the next lecture.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you generate random numbers using Numpy?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how to perform calculations on arrays using Numpy.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the 'axis' parameter in Numpy operations?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you add two arrays together in Numpy?

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