GitHub - plthomps/ITCS3162-Data-Mining

ITCS 3162 Data-Mining

This site supports coding examples and homework for Data Mining (ITCS 3162) at UNC Charlotte.
Getting Started:
Follow instructions in Canvas for Getting Started and the weekly assignments for class. The Canvas instructions and assignments will include links, as appropriate, to this Github repository.

Summer 2022 Class

Most Notebooks will open in Google Colab. To download for local use (Anaconda), in Colab select File . . . Download . . . .ipynb file.

Table of Contents (Assignments in Canvas will detail the specific assignments)

Click on the link to access the assignment

The End

back to Table of Contents

Name		Name	Last commit message	Last commit date
Latest commit History 265 Commits
AAPL.csv		AAPL.csv
ChallengeDataVisualization		ChallengeDataVisualization
ChallengeLabDataVis.ipynb		ChallengeLabDataVis.ipynb
ChallengeLabDataViz.ipynb		ChallengeLabDataViz.ipynb
ChallengeLabforVisualization.ipynb		ChallengeLabforVisualization.ipynb
Challenge_Exercise_Airports.ipynb		Challenge_Exercise_Airports.ipynb
Chapter7_HW_3_lab.ipynb		Chapter7_HW_3_lab.ipynb
Deliverable 3 Shark Attack Clustering.ipynb		Deliverable 3 Shark Attack Clustering.ipynb
Deliverable_3_Shark_Attack_Clustering.ipynb		Deliverable_3_Shark_Attack_Clustering.ipynb
Fish.csv		Fish.csv
Project Deliverable 1 Detecting Shark Presence.ipynb		Project Deliverable 1 Detecting Shark Presence.ipynb
Project_Deliverable_1_Detecting_Shark_Presence.ipynb		Project_Deliverable_1_Detecting_Shark_Presence.ipynb
Project_Deliverable_2_Association_Rules.ipynb		Project_Deliverable_2_Association_Rules.ipynb
README.md		README.md
SPR_22_Project_Deliverable_2_Association_Rules.ipynb		SPR_22_Project_Deliverable_2_Association_Rules.ipynb
SUM_22_Lab_Deliverable_1_Detecting_Shark_Presence.ipynb		SUM_22_Lab_Deliverable_1_Detecting_Shark_Presence.ipynb
UC Berkeley Resources.md		UC Berkeley Resources.md
USA_Housing.csv		USA_Housing.csv
acresBurned.pkl		acresBurned.pkl
actors.csv		actors.csv
cars.csv		cars.csv
ch01_examples.ipynb		ch01_examples.ipynb
ch02_examples.ipynb		ch02_examples.ipynb
ch03_examples.ipynb		ch03_examples.ipynb
ch04_examples.ipynb		ch04_examples.ipynb
ch05_examples.ipynb		ch05_examples.ipynb
ch06_examples.ipynb		ch06_examples.ipynb
ch07_examples_for_colab.ipynb		ch07_examples_for_colab.ipynb
ch08_examples.ipynb		ch08_examples.ipynb
ch09_examples.ipynb		ch09_examples.ipynb
ch10_examples.ipynb		ch10_examples.ipynb
ch11_examples.ipynb		ch11_examples.ipynb
chapter11_homework4_lab.ipynb		chapter11_homework4_lab.ipynb
chapter15_16_HW5_Lab.ipynb		chapter15_16_HW5_Lab.ipynb
chapter1_homework1_lab.ipynb		chapter1_homework1_lab.ipynb
chapter2_homework2_lab.ipynb		chapter2_homework2_lab.ipynb
chapter7_homework3_lab		chapter7_homework3_lab
ex_11-1_fish.ipynb		ex_11-1_fish.ipynb
ex_2-1_mortality.ipynb		ex_2-1_mortality.ipynb
ex_6-1_polls.ipynb		ex_6-1_polls.ipynb
ex_8_1_fires.ipynb		ex_8_1_fires.ipynb
ex_8_1_fires_sol.ipynb		ex_8_1_fires_sol.ipynb
ex_9-1_stocks.ipynb		ex_9-1_stocks.ipynb
homework6_titanic_lab.ipynb		homework6_titanic_lab.ipynb
homework7_decision_trees.ipynb		homework7_decision_trees.ipynb
housingData.csv		housingData.csv
info.txt		info.txt
loan_data_prep.csv		loan_data_prep.csv
mortality_cleaned.pkl		mortality_cleaned.pkl
mortality_data.pkl		mortality_data.pkl
mortality_group.pkl		mortality_group.pkl
mortality_missing_values.csv		mortality_missing_values.csv
mortality_prepped.pkl		mortality_prepped.pkl
mortality_wide.pkl		mortality_wide.pkl
mortality_wide.xlsx		mortality_wide.xlsx
nc-est2014-agesex-res.csv		nc-est2014-agesex-res.csv
president_polls_2016.csv		president_polls_2016.csv
sharkdata.csv		sharkdata.csv
sharkpic.jpg		sharkpic.jpg
stocks.pkl		stocks.pkl
titanic3.csv		titanic3.csv
titanic3.xls		titanic3.xls
top_movies_2017.csv		top_movies_2017.csv
tsa_claims1.csv		tsa_claims1.csv

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ITCS 3162 Data-Mining

Summer 2022 Class

Most Notebooks will open in Google Colab. To download for local use (Anaconda), in Colab select File . . . Download . . . .ipynb file.

Table of Contents (Assignments in Canvas will detail the specific assignments)

Click on the link to access the assignment

The End

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ITCS 3162 Data-Mining

Summer 2022 Class

Most Notebooks will open in Google Colab. To download for local use (Anaconda), in Colab select File . . . Download . . . .ipynb file.

Table of Contents (Assignments in Canvas will detail the specific assignments)

Click on the link to access the assignment

The End

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