Data Science five clustering algorithms

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Search for five clustering algorithms and compare them in one page identifying the main pros and cos of each algorithm.

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Practical connection

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Linking research with practice and knowledge with ethical decision-making. This assignment is a written assignment where students will demonstrate how this course research has connected and put into practice within their own career.

Provide a reflection of at least 500 words (or 2 pages double-spaced) of how the knowledge, skills, or theories of this course have been applied, or could be applied, in a practical manner to your current work environment. If you are not current working, share times when you have or could observe these theories and knowledge could be applied to an employment opportunity in your field of study.

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Bigdata

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Write you response as a research analysis with explanation and APA Format
Share the code and the plots
Put your name and id number
Upload Word document and ipynb file from google colab

HW04 Cover Sheet – Analyze the following dataset

Apply the KNN, Decision Tree and Random Forest algorithm on the iris data set
-Apply KNN algorithm work with iris dataset (knn_iris.ipynb)
-Plot the Decision tree and feature importance for iris dataset (Decisiontree_Randomforest.ipynb)

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How 24 City perceives urban transformation

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Discuss how these two (2) details from Shower articulate nostalgia: retirees spending leisure time in the public bath; the younger brother getting lost in the modern city. Then briefly explain how traditional family values are reevaluated in the film (e.g., positively, negatively, or neutrally).
film 1 was directed by Jiazhang Ke https://en.wikipedia.org/wiki/Shower_(film)

  1. Explain how 24 City perceives urban transformation in the following two (2) scenes: workers singing together in a large auditorium; Zhao Dao’s character in her Volkswagen beetle car in an empty lot. What is Jia Zhangke’s evaluation of socialist legacy (e.g., nostalgic, critical, or else)?

Describe how you interpret these two (2) details from Plunder of Peach and Plum: the child is abandoned at an orphanage; the old principal visits the imprisoned former student. What message does the film send by ending in a tragic note?

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