Python NumPy For Your Grandma - 3.7 random

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In this video, we’ll see how you can use NumPy's random module to shuffle arrays, sample values from arrays, and draw values from a host of probability distributions. And then we'll see why everything I just showed you is deprecated, and how to updated it to modern standards :)

0:00 - intro / setup
4:01 - sample rows from array
6:45 - probability distributions
7:56 - motivation for generic Generator class

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Check out this updated course (and more) in written form @

gormanalysis

1)What do you mean about without replacement? Isn’t seed enough to provide reproducible results? (In the first part of the video and I assume all we use the same version of the NumPy)
2)Could you please also share with us the outcome of the codes in the last part? (I am talking about the last 1 minute)

fatmanur

Python NumPy For Your Grandma - 3.7 random

Python NumPy For Your Grandma (Promo)

Python NumPy For Your Grandma - 3.1 Broadcasting

Python NumPy For Your Grandma - 1.1 Intro

Python NumPy For Your Grandma - 4.6 Sorting

Python NumPy For Your Grandma - 2.1 NumPy Array Motivation

Python NumPy For Your Grandma - 2.6 Basic Math On Arrays

Python NumPy For Your Grandma - 4.1 where()

Python NumPy For Your Grandma - 4.4 concatenate()

Python NumPy For Your Grandma - 3.10 Challenge: Psycho Parent

Python NumPy For Your Grandma - 3.9 Challenge: Professor Prick

Python NumPy For Your Grandma - 2.3 Creating NumPy Arrays

Python NumPy For Your Grandma - 3.7 random

Python NumPy For Your Grandma - 5.5 Challenge: The Game of Doors

Python NumPy For Your Grandma - 2.2 NumPy Array Basics

Python NumPy For Your Grandma - 4.3 all() and any()

Python NumPy For Your Grandma - 6.7 Challenge: Outer Product

Python NumPy For Your Grandma - 4.2 Math Functions

Python NumPy For Your Grandma - 3.3 reshape()

Python NumPy For Your Grandma - 5.1 Advanced Array Indexing

Python NumPy For Your Grandma - 6.3 Challenge: One-Hot-Encoding

Python NumPy For Your Grandma - 4.7 unique()

Python NumPy For Your Grandma - 3.8 Challenge: Love Distance

Python NumPy For Your Grandma - 6.4 Challenge: Cumulative Rainfall

Python NumPy For Your Grandma - 5.2 View vs Copy