Need help with Python and machine learning. For the data below, how do I calculate the maximum likelihood estimation, and obtain the Poisson Distribution parameter, and plot the Poisson distribution with the calculated Poisson Distribution parameter in Python? dataset = [1, 3, 1, 3, 3, 4, 2, 7, 4, 6, 4, 2, 4, 3, 4, 2, 1, 0, 5, 2, 3, 1, 3, 2, 4, 2, 5, 6, 3, 6, 2, 1, 4, 1, 3, 1, 2, 0, 2, 2, 0, 3, 4, 6, 4, 5, 1, 6, 1, 5, 0, 2, 5, 1, 4, 3, 2, 4, 1, 4, 4, 4, 4, 5, 1, 2, 2, 0, 5, 3, 2, 5, 2, 4, 5, 5, 2, 4, 5, 2, 5, 5, 3, 2, 1, 7, 2, 4, 2, 3, 3, 7, 5, 0, 6, 6, 1, 1, 3, 3, 5, 3, 2, 2, 1, 3, 1, 3, 0, 5, 1, 3, 2, 0, 3, 1, 4, 3, 5, 4, 4, 3, 1, 2, 1, 2, 3, 2, 4, 5, 2, 7, 1, 4, 5, 2, 1, 3, 3, 2, 3, 1, 4, 0, 0, 3, 4, 7, 0, 7, 1, 1, 2, 1, 2, 3, 4, 3, 3, 5, 2, 2, 5, 4, 1, 4, 6, 4, 5, 3, 2, 2, 1, 4, 2, 2, 2, 1, 1, 4, 2, 2, 2, 2, 0, 3, 3, 2, 5, 1, 1, 2, 3, 3, 3, 1, 1, 0, 3, 5, 1, 8, 4, 2, 2, 2, 1, 6, 1, 2, 1, 1, 1, 3, 2, 3, 1, 4, 3, 2, 4, 5, 1, 2, 6, 6, 2, 3, 5, 3, 2, 3, 6, 2, 1, 3, 3, 2, 2, 3, 4, 5, 2, 3, 2, 2, 5, 2, 3, 6, 3, 2, 1, 1, 2, 2, 3, 2, 3, 2, 2, 4, 3, 2, 8, 1, 3, 2, 6, 6, 2, 2, 1, 5, 6, 3, 5, 4, 3, 7, 3, 3, 2, 7, 1, 2, 0, 2, 4, 3, 5, 3, 2, 4, 0, 2, 3, 6, 3, 3, 1, 7, 1, 5, 2, 4, 2, 6, 5, 1, 3, 3, 4, 3, 5, 3, 5, 3, 6, 2, 3, 6, 3, 3, 3, 2, 2, 4, 3, 2, 4, 3, 2, 2, 4, 6, 4, 1, 4, 6, 4, 0, 2, 6, 2, 2, 0, 5, 3, 1, 4, 0, 3, 5, 2, 3, 2, 3, 5, 4, 2, 1, 1, 8, 3, 3, 2, 6, 1, 7, 2, 2, 2, 3, 1, 2, 4, 2, 1, 2, 3, 1, 1, 6, 2, 1, 5, 4, 3, 3, 3, 2, 1, 3, 6, 3, 7, 3, 1, 3, 0, 5, 0, 2, 3, 1, 4, 2, 3, 3, 3, 3, 3, 2, 4, 4, 3, 4, 3, 5, 2, 1, 0, 2, 6, 1, 4, 2, 4, 5, 0, 4, 4, 4, 1, 2, 1, 4, 3, 5, 3, 2, 4, 3, 5, 4, 5, 0, 4, 4, 2, 3, 2, 3, 3, 4, 1, 3, 5, 3, 1, 4, 4, 2, 1, 3, 0, 1, 2, 3, 2, 5, 0, 3, 2, 3, 3, 2, 1, 0, 4, 2, 4, 3, 5, 6, 2, 3, 1, 3, 6, 4, 2, 1, 6, 2, 2, 2, 3, 2, 3, 1, 6, 3, 1, 3, 2, 2, 5, 7, 3, 1, 4, 2, 1, 4, 3, 5, 3, 2, 2, 1, 3, 7, 2, 2, 5, 5, 3, 4, 4, 3, 2, 5, 5, 0, 4, 2, 1, 3, 0, 5, 3, 3, 2, 4, 0, 2, 2, 3, 6, 2, 1, 2, 2, 5, 1, 4, 4, 4, 3, 1, 4, 3, 2, 2, 2, 2, 3, 4, 3, 6, 5, 2, 2, 6, 2, 3, 1, 1, 6, 4, 3, 3, 2, 3, 2, 1, 2, 3, 5, 3, 3, 2, 1, 3, 3, 3, 2, 3]

Need help with Python and machine learning. For the data below, how do I calculate the maximum likelihood estimation, and obtain the Poisson Distribution parameter, and plot the Poisson distribution with the calculated Poisson Distribution parameter in Python? dataset = [1, 3, 1, 3, 3, 4, 2, 7, 4, 6, 4, 2, 4, 3, 4, 2, 1, 0, 5, 2, 3, 1, 3, 2, 4, 2, 5, 6, 3, 6, 2, 1, 4, 1, 3, 1, 2, 0, 2, 2, 0, 3, 4, 6, 4, 5, 1, 6, 1, 5, 0, 2, 5, 1, 4, 3, 2, 4, 1, 4, 4, 4, 4, 5, 1, 2, 2, 0, 5, 3, 2, 5, 2, 4, 5, 5, 2, 4, 5, 2, 5, 5, 3, 2, 1, 7, 2, 4, 2, 3, 3, 7, 5, 0, 6, 6, 1, 1, 3, 3, 5, 3, 2, 2, 1, 3, 1, 3, 0, 5, 1, 3, 2, 0, 3, 1, 4, 3, 5, 4, 4, 3, 1, 2, 1, 2, 3, 2, 4, 5, 2, 7, 1, 4, 5, 2, 1, 3, 3, 2, 3, 1, 4, 0, 0, 3, 4, 7, 0, 7, 1, 1, 2, 1, 2, 3, 4, 3, 3, 5, 2, 2, 5, 4, 1, 4, 6, 4, 5, 3, 2, 2, 1, 4, 2, 2, 2, 1, 1, 4, 2, 2, 2, 2, 0, 3, 3, 2, 5, 1, 1, 2, 3, 3, 3, 1, 1, 0, 3, 5, 1, 8, 4, 2, 2, 2, 1, 6, 1, 2, 1, 1, 1, 3, 2, 3, 1, 4, 3, 2, 4, 5, 1, 2, 6, 6, 2, 3, 5, 3, 2, 3, 6, 2, 1, 3, 3, 2, 2, 3, 4, 5, 2, 3, 2, 2, 5, 2, 3, 6, 3, 2, 1, 1, 2, 2, 3, 2, 3, 2, 2, 4, 3, 2, 8, 1, 3, 2, 6, 6, 2, 2, 1, 5, 6, 3, 5, 4, 3, 7, 3, 3, 2, 7, 1, 2, 0, 2, 4, 3, 5, 3, 2, 4, 0, 2, 3, 6, 3, 3, 1, 7, 1, 5, 2, 4, 2, 6, 5, 1, 3, 3, 4, 3, 5, 3, 5, 3, 6, 2, 3, 6, 3, 3, 3, 2, 2, 4, 3, 2, 4, 3, 2, 2, 4, 6, 4, 1, 4, 6, 4, 0, 2, 6, 2, 2, 0, 5, 3, 1, 4, 0, 3, 5, 2, 3, 2, 3, 5, 4, 2, 1, 1, 8, 3, 3, 2, 6, 1, 7, 2, 2, 2, 3, 1, 2, 4, 2, 1, 2, 3, 1, 1, 6, 2, 1, 5, 4, 3, 3, 3, 2, 1, 3, 6, 3, 7, 3, 1, 3, 0, 5, 0, 2, 3, 1, 4, 2, 3, 3, 3, 3, 3, 2, 4, 4, 3, 4, 3, 5, 2, 1, 0, 2, 6, 1, 4, 2, 4, 5, 0, 4, 4, 4, 1, 2, 1, 4, 3, 5, 3, 2, 4, 3, 5, 4, 5, 0, 4, 4, 2, 3, 2, 3, 3, 4, 1, 3, 5, 3, 1, 4, 4, 2, 1, 3, 0, 1, 2, 3, 2, 5, 0, 3, 2, 3, 3, 2, 1, 0, 4, 2, 4, 3, 5, 6, 2, 3, 1, 3, 6, 4, 2, 1, 6, 2, 2, 2, 3, 2, 3, 1, 6, 3, 1, 3, 2, 2, 5, 7, 3, 1, 4, 2, 1, 4, 3, 5, 3, 2, 2, 1, 3, 7, 2, 2, 5, 5, 3, 4, 4, 3, 2, 5, 5, 0, 4, 2, 1, 3, 0, 5, 3, 3, 2, 4, 0, 2, 2, 3, 6, 2, 1, 2, 2, 5, 1, 4, 4, 4, 3, 1, 4, 3, 2, 2, 2, 2, 3, 4, 3, 6, 5, 2, 2, 6, 2, 3, 1, 1, 6, 4, 3, 3, 2, 3, 2, 1, 2, 3, 5, 3, 3, 2, 1, 3, 3, 3, 2, 3]

Computer Networking: A Top-Down Approach (7th Edition)

7th Edition

ISBN:9780133594140

Author:James Kurose, Keith Ross

Publisher:James Kurose, Keith Ross

Chapter1: Computer Networks And The Internet

Section: Chapter Questions

Problem R1RQ: What is the difference between a host and an end system? List several different types of end...

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dataset = [1, 3, 1, 3, 3, 4, 2, 7, 4, 6, 4, 2, 4, 3, 4, 2, 1, 0, 5, 2, 3, 1, 3, 2, 4, 2, 5, 6, 3, 6, 2, 1, 4, 1, 3, 1, 2, 0, 2, 2, 0, 3, 4, 6, 4, 5, 1, 6, 1, 5, 0, 2, 5, 1, 4, 3, 2, 4, 1, 4, 4, 4, 4, 5, 1, 2, 2, 0, 5, 3, 2, 5, 2, 4, 5, 5, 2, 4, 5, 2, 5, 5, 3, 2, 1, 7, 2, 4, 2, 3, 3, 7, 5, 0, 6, 6, 1, 1, 3, 3, 5, 3, 2, 2, 1, 3, 1, 3, 0, 5, 1, 3, 2, 0, 3, 1, 4, 3, 5, 4, 4, 3, 1, 2, 1, 2, 3, 2, 4, 5, 2, 7, 1, 4, 5, 2, 1, 3, 3, 2, 3, 1, 4, 0, 0, 3, 4, 7, 0, 7, 1, 1, 2, 1, 2, 3, 4, 3, 3, 5, 2, 2, 5, 4, 1, 4, 6, 4, 5, 3, 2, 2, 1, 4, 2, 2, 2, 1, 1, 4, 2, 2, 2, 2, 0, 3, 3, 2, 5, 1, 1, 2, 3, 3, 3, 1, 1, 0, 3, 5, 1, 8, 4, 2, 2, 2, 1, 6, 1, 2, 1, 1, 1, 3, 2, 3, 1, 4, 3, 2, 4, 5, 1, 2, 6, 6, 2, 3, 5, 3, 2, 3, 6, 2, 1, 3, 3, 2, 2, 3, 4, 5, 2, 3, 2, 2, 5, 2, 3, 6, 3, 2, 1, 1, 2, 2, 3, 2, 3, 2, 2, 4, 3, 2, 8, 1, 3, 2, 6, 6, 2, 2, 1, 5, 6, 3, 5, 4, 3, 7, 3, 3, 2, 7, 1, 2, 0, 2, 4, 3, 5, 3, 2, 4, 0, 2, 3, 6, 3, 3, 1, 7, 1, 5, 2, 4, 2, 6, 5, 1, 3, 3, 4, 3, 5, 3, 5, 3, 6, 2, 3, 6, 3, 3, 3, 2, 2, 4, 3, 2, 4, 3, 2, 2, 4, 6, 4, 1, 4, 6, 4, 0, 2, 6, 2, 2, 0, 5, 3, 1, 4, 0, 3, 5, 2, 3, 2, 3, 5, 4, 2, 1, 1, 8, 3, 3, 2, 6, 1, 7, 2, 2, 2, 3, 1, 2, 4, 2, 1, 2, 3, 1, 1, 6, 2, 1, 5, 4, 3, 3, 3, 2, 1, 3, 6, 3, 7, 3, 1, 3, 0, 5, 0, 2, 3, 1, 4, 2, 3, 3, 3, 3, 3, 2, 4, 4, 3, 4, 3, 5, 2, 1, 0, 2, 6, 1, 4, 2, 4, 5, 0, 4, 4, 4, 1, 2, 1, 4, 3, 5, 3, 2, 4, 3, 5, 4, 5, 0, 4, 4, 2, 3, 2, 3, 3, 4, 1, 3, 5, 3, 1, 4, 4, 2, 1, 3, 0, 1, 2, 3, 2, 5, 0, 3, 2, 3, 3, 2, 1, 0, 4, 2, 4, 3, 5, 6, 2, 3, 1, 3, 6, 4, 2, 1, 6, 2, 2, 2, 3, 2, 3, 1, 6, 3, 1, 3, 2, 2, 5, 7, 3, 1, 4, 2, 1, 4, 3, 5, 3, 2, 2, 1, 3, 7, 2, 2, 5, 5, 3, 4, 4, 3, 2, 5, 5, 0, 4, 2, 1, 3, 0, 5, 3, 3, 2, 4, 0, 2, 2, 3, 6, 2, 1, 2, 2, 5, 1, 4, 4, 4, 3, 1, 4, 3, 2, 2, 2, 2, 3, 4, 3, 6, 5, 2, 2, 6, 2, 3, 1, 1, 6, 4, 3, 3, 2, 3, 2, 1, 2, 3, 5, 3, 3, 2, 1, 3, 3, 3, 2, 3]

Expert Solution