LAW OF LARGE NUMBERS - Amazon Web Services...In import numpy np from numpy. random import randn...

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Python Programming A-Z™ © Kirill Eremenko LAW OF LARGE NUMBERS Homework Exercise

Transcript of LAW OF LARGE NUMBERS - Amazon Web Services...In import numpy np from numpy. random import randn...

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Python Programming A-Z™ © Kirill Eremenko

LAW OF LARGE NUMBERSHomework Exercise

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LLN

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Python Programming A-Z™ © Kirill Eremenko

10: 7 / 3 70% / 30%100: 52 / 48 52% / 48%

1000: 502 / 498 50.2% / 49.8%…

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NORMAL DISTRIBUTION

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Python Programming A-Z™ © Kirill Eremenko

Test the Law Of Large Numbers for N random normally distributed numbers with mean = 0, stdev = 1:

Create a Python script that will count how many of these numbers fall between -1 and 1 and divide by the total quantity of N

You know that E(X) = 68.2%

Check that Mean(XN) -> E(X) as you rerun your script while increasing N

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HINT #1

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for i in randn(100):#…

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HINT #2

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Python Programming A-Z™ © Kirill Eremenko


Practical Numpy and Matplotlib Intro - Meetupfiles.meetup.com › 1555984 › numpy_phillypug.pdf · 2012-10-01 · Practical Numpy and Matplotlib Intro What is Numpy? Advantages

Practical Numpy and Matplotlib Intro - Meetupfiles.meetup.com › 1555984 › numpy_phillypug.pdf · 2012-10-01 · Practical Numpy and Matplotlib Intro What is Numpy? Advantages

Introduction to NumPy

Introduction to NumPy

Ricco Rakotomalala ricco/cours/slides/PH - en - matrices avec... · 4 Array creation R.R. – Université Lyon 2 First, we must import the « NumPy » module import numpy as np np

Ricco Rakotomalala ricco/cours/slides/PH - en - matrices avec... · 4 Array creation R.R. – Université Lyon 2 First, we must import the « NumPy » module import numpy as np np

NumPy Refresher

NumPy Refresher

Python For Data Science Cheat Sheet Lists Also see NumPy Arrays · 2020. 3. 19. · Selecting List Elements Import libraries >>> import numpy >>> import numpy as np Selective import

Python For Data Science Cheat Sheet Lists Also see NumPy Arrays · 2020. 3. 19. · Selecting List Elements Import libraries >>> import numpy >>> import numpy as np Selective import

NumPy Astronomy Tutorial

NumPy Astronomy Tutorial

ECE 285 { Assignment #6 Wiener Deconvolution · named it), and create a new notebook assignment6 wiener.ipynb with %load_ext autoreload %autoreload 2 import numpy as np import numpy.fft

ECE 285 { Assignment #6 Wiener Deconvolution · named it), and create a new notebook assignment6 wiener.ipynb with %load_ext autoreload %autoreload 2 import numpy as np import numpy.fft

Numpy - CSC

Numpy - CSC

numPy Python packages and Libraries - WordPress.com · Python, NumPy. What is NumPy? NumPy is a general-purpose array-processing package. It provides a high-performance multidimensional

numPy Python packages and Libraries - WordPress.com · Python, NumPy. What is NumPy? NumPy is a general-purpose array-processing package. It provides a high-performance multidimensional

Homework - 4...# Author: Sriram Karthik Badam # Date: Sep 26, 2012 # import sys , os import cv import numpy as np #image variables image1 = 0 image2 = 0 #constants WINDOW SIZE = 5

Homework - 4...# Author: Sriram Karthik Badam # Date: Sep 26, 2012 # import sys , os import cv import numpy as np #image variables image1 = 0 image2 = 0 #constants WINDOW SIZE = 5

NUMPY Book

NUMPY Book

Informatique en PCSI et MPSI Champollion 2014-2015 · A. Hassan@Champollion PCSI-MPSI – 3 ... import math as m # remplacer prefixe numpy par m ... Tout charger : from math import

Informatique en PCSI et MPSI Champollion 2014-2015 · A. Hassan@Champollion PCSI-MPSI – 3 ... import math as m # remplacer prefixe numpy par m ... Tout charger : from math import

Python Data representations - Ashoka Universitycs.ashoka.edu.in/CS303/Lectures/Lecture3_part2.pdf · Numpy contd.. import numpy as np import pandas as pd input_file = "mydata.csv"

Python Data representations - Ashoka Universitycs.ashoka.edu.in/CS303/Lectures/Lecture3_part2.pdf · Numpy contd.. import numpy as np import pandas as pd input_file = "mydata.csv"

ESCI 386 Scientific Programming, Analysis and ...snowball.millersville.edu/~adecaria/ESCI386P/esci386-lesson03-NumPy-Arrays.pdfPython Lesson 3 – NumPy Arrays 1 . About NumPy •NumPy

ESCI 386 Scientific Programming, Analysis and ...snowball.millersville.edu/~adecaria/ESCI386P/esci386-lesson03-NumPy-Arrays.pdfPython Lesson 3 – NumPy Arrays 1 . About NumPy •NumPy

libreria numpy

libreria numpy

Microsoft...import numpy as np import chainer rom chainer import serializers import onnx chainer serializers "my. model", model) Chainer (J PyTorch mport torch. onnx torch "model .pt")

Microsoft...import numpy as np import chainer rom chainer import serializers import onnx chainer serializers "my. model", model) Chainer (J PyTorch mport torch. onnx torch "model .pt")

PyCUDA - Elefantel = dot(x, y).get() ... import pycuda.driver as cuda import pycuda.autoinit import numpy from pycuda.curandom import XORWOWRandomNumberGenerator

PyCUDA - Elefantel = dot(x, y).get() ... import pycuda.driver as cuda import pycuda.autoinit import numpy from pycuda.curandom import XORWOWRandomNumberGenerator

NLP - clair.eecs.umich.educlair.eecs.umich.edu/aan/595/731.pdf · Theano import theano import theano.tensor as T Import numpy as np # “symbolic” variables x = T.matrix('x') y

NLP - clair.eecs.umich.educlair.eecs.umich.edu/aan/595/731.pdf · Theano import theano import theano.tensor as T Import numpy as np # “symbolic” variables x = T.matrix('x') y

Conference Talk - A Pragmatic Introduction to Machine Learning … · 2019-12-21 · Automation Logic import os import glob import shutil import numpy as np import pandas as pd from

Conference Talk - A Pragmatic Introduction to Machine Learning … · 2019-12-21 · Automation Logic import os import glob import shutil import numpy as np import pandas as pd from

Tutorial to Numpy

Tutorial to Numpy