ericturner3 / python

Repository of the various projects I have undertaken in python, mainly for machine learning and data analysis

python

Repository of the various projects I have undertaken in python, mainly for machine learning and data analysis

• association_rules (25 Oct 2018): this directory contains code using apyori and mlxtend's libraries to perform association rule analytics on a dataset (which I also left in the directory)
• phishing_site_spammer (29 Oct 2018): this directory contains code that allows you to flood a phishing website with bad randomly-generated data in order to create confusion for the scammers
• network_intrusion_detection (29 Oct 2018): this directory contains code that was created for an academic project at IUPUI. I wrote python code to train a DecisionTreeClassifier and the test using the testing data to predict network intrusions. It was 100% accurate, however it would have been more beneficial to have received more data.
• clustering_practice (6 Nov 2018): this directory was for practicing more with clustering in a model
• data-preprocessing (7 Nov 2018): this directory was for learning to clean HTML data (like from a tweet) for use in analysis
• google-python-exercies (7 Nov 2018): this directory was for following tutorials from google on different python exercises
• Project 2 - Association Rules of Bakery (8 Nov 2018): for my CIT 49900 - Big Data Class at IUPUI, I was practicing with assoc. rules for bakery sales
• Project 2 - Predict House Selling Price (28 Nov 2018): I decided to change to instead predicting a house selling price for my final project 2
• random_person_generator (27 Mar 2019): Generate fictitious information about a person to be used for whatever
• selenium (2 Apr 2019): Projects based around the selenium project for web automation
• sorting_algorithms (12 Apr 2019): Testing and explanation of different sorting algorithms
• weather_ai - (14 Jun 2019) my (failed/wip) attempt to build a weather AI to tell you what you need to wear
• rpg - (15 Jun 2019) an rpg console game I started developing to further my skills in OOP just for fun
• sysinfo - (7 Aug 2019) pull a system diagnostic report
• EventLink - (7 Aug 2019) a python script that scrapes my district's event manager and provides direct links to all events for our sports teams
• Medium - (10 Oct 2019) random code I have done after reading articles on Medium
• Udemy - (18 Oct 2019) code that I complete in Udemy courses
• Cisco Prime - (31 Oct 2019) scrape information from Prime API and analyze our network security for compromised accounts
• web_scraping - (12 Nov 2019) various web scrapes with beautiful soup
• police_data - (4 Apr 2021) various tests with police data, see the PDAP project