WEBVTT

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Hello, everyone, and welcome to this story.

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In previous tutorial, we unless understood Arab BASIX enlisted ordeal will understand how to create

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numpty at using builtin methods.

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Let us begin.

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First, we have to import NIMBY type import numpty as ENPI execute.

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Great first matter, we will understand a range.

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Type and B dot range.

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Here you can see start, stop and step.

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These are the three arguments that we can pass here.

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As of now, we will pass only two arguments, start and stop.

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Zero chromatin.

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So this is our number peek at a numbers from zero two nine, the at any method is very similar to derange

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function.

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Upper bound is excluded to get the output from zero to 10.

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Type eleven as upper bound execute.

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Again, no v how the numbers from zero to ten.

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So this way we can create an array using a range method in arranged method.

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We can add step size.

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Also let us see how type and p dot arrange.

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In parentheses, start with zero, stop with 11 and step sides to execute.

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Zero two four six eight pain.

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This is the output first tape saved is equal to two.

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So this is all about the brain function or we can say arranged method.

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Let us understand.

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Second method zeroes.

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Using this method, they can create an array of all these roads type and be dirt roads.

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And in parentheses.

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Three.

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Execute.

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So there are three elements in this at a all RTG roads.

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This is one at a

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using veto's method.

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We can create A to B at.

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Also, let us see how type and Da Dee Road.

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And in parentheses, we have to specify a double the number of rows is equal to three.

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And number of columns is equal to fold.

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Three rows and four columns, all elements are easy to first be able to specify number of rows, and

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then we have to specify a number of columns, three rows and four columns.

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So this is all about the veto's method.

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Let us understand.

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Third method ones.

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Using this method, they can create an array of all the ones type Empy dot ones and in parentheses,

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three execute.

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This is the output.

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Three elements in this area.

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This is one dimensional array.

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Now, there are four elements we can create, two dimensional.

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Edit also let us see how type and p dot ones and in parentheses V how to specify a couple.

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First, we have to pass in number of rows and then number of columns executed for rows and five columns.

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Now there are food rules and five columns.

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All the elements are of one.

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So this is all about this method.

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Let us understand.

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For my part, Lynn Space.

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DeLynn Space returns a wine list based numbers over a specified interval.

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Let us understand this method.

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Type in P dot space

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zero comma for you.

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Call Madain.

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Take the cube.

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Great.

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Let us understand this output.

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So here we have specified a range from zero to five.

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And in this range, these are the ten evenly spaced points.

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Let us see one more example.

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Copy this based.

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We can get any number of points.

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815 execute.

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So these are the fifteen evenly spaced points between zero two for you.

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So this is all about Dilling's best method.

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Let us understand our next method.

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Eevi e.

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I.

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We use this method to create an identity matrix.

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We use identity matrix in linear algebra problems type ENPI Dot I method.

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In parentheses, specify for you.

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So this is an identity matrix of five by five.

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That is five rules and five columns.

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So this is all about this method.

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Let us understand how to create ease of random numbers.

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Type in B, don't lend them dot land and therefore you execute.

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So this is an array of random samples of uniform distribution from zero to one.

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We can create two dimensional.

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Also.

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Type and B, not random.

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Dot.

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And here we have to specify number of roads and number of columns, I will specify food by food.

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No, no, down here we are not specifying this input as a double.

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So this is over, I'll put a uniform distribution between zero to one.

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So this way we can get any new found distribution.

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I will mention here.

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Uniform distribution.

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Between zero to one.

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Let us understand.

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How can we get standard normal distribution?

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All we can say that Gotha and distribution.

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Type in B, dot random dot land and specify for.

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So this is the Gorshin distribution of weekend said that standard normal distribution.

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This is Bundi, Eddie.

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Let us create to the Eddie Empey daughter, Random Dorland, and specified number of throws, a number

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of columns.

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So this is a two dimensional at a.

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You can see here.

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Two brocades, let us understand one more method.

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Random integer.

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This method returns random integer.

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Let us see how enpi dot, random dot.

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Random integer.

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Here we have to specify low and high.

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I will specify low is equal to zero and high is equal 200.

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Execute 20.

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So this is a random integer from this range.

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Zero 200.

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Zero is includes you.

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And handed.

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Is excludes you.

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Run again.

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77.

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Then one more time.

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Nine.

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With this method, we can get a particular number of outputs.

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Let us see how corporate is called based.

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Specify one more parameter ten, ten random integers.

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So this is all about the random integer method.

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Let us revise what we have learned in this to go to Yale.

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In this tutorial, we help understood how to create Numpty added using building methods.

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First, we help understood this method.

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Arrange to use this method.

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We have to type and p dot a range.

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After that, we help understood method zeros, then ones.

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Then we help understood Lean's best method.

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And then I method.

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After that we help understood how to create a uniform distribution between zero to one.

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This is one dimensional a.

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And this is two dimensional at a.

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Then we understood how to get standard normal distribution.

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And at the end we help understood how to get random integer.

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So this patented odille ends here.

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I will see you in the next one.

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buildOn happy learning.