avourakis
Data Analyst. Working on Machine Learning and NLP. Spreading AI through "AI for Everyone!" initiative. IoT and Pen Testing Enthusiast.
STEMbilityIrvine
Pinned Repositories
AI-for-Everyone
Code for #AIforEveryone Lectures and Workshops. AI for Everyone! is an initiative to introduce more people to the fascinating world of Artificial Intelligence.
Coronavirus-SMS-Alert
A script that scrapes Coronavirus data and sends SMS alerts based on predefined thresholds
Dataset-to-CIFAR-10
Python tool for turning an 🖼️ Image Dataset into the CIFAR-10 format
Employee-Reviews-Analysis
Exploratory Data Analysis of Glassdoor Employee Reviews for Google, Amazon, Microsoft and Apple.
Mountain-Forecast-Web-Scraper
A web scraper for https://www.mountain-forecast.com to collect weather forecasts for the highest 100 mountains in the United States
Nearest-Peak-Finder
A simple Python script that finds the nearest mountain peaks 🏔️ around you using OpenStreetMap data via the Overpass API
Peak-Finder
An iOS App that finds the nearest mountain peaks 🏔️ around you!
Time-Based-Test-Blind-SQL-Injection
Time-based test for blind SQL injections. A Data Science Approach.
CreativiTree
A machine learning agent using Microsoft's Malmo API. Built in CS 175 at UC Irvine.
avourakis's Repositories
avourakis/Mountain-Forecast-Web-Scraper
A web scraper for https://www.mountain-forecast.com to collect weather forecasts for the highest 100 mountains in the United States
avourakis/Employee-Reviews-Analysis
Exploratory Data Analysis of Glassdoor Employee Reviews for Google, Amazon, Microsoft and Apple.
avourakis/Dataset-to-CIFAR-10
Python tool for turning an 🖼️ Image Dataset into the CIFAR-10 format
avourakis/Coronavirus-SMS-Alert
A script that scrapes Coronavirus data and sends SMS alerts based on predefined thresholds
avourakis/AI-for-Everyone
Code for #AIforEveryone Lectures and Workshops. AI for Everyone! is an initiative to introduce more people to the fascinating world of Artificial Intelligence.
avourakis/Nearest-Peak-Finder
A simple Python script that finds the nearest mountain peaks 🏔️ around you using OpenStreetMap data via the Overpass API
avourakis/Predicting-Taxi-Pickups-NYC
Exploring the differences between KNN, Linear and Polynomial Regression by using all three models to predict taxi pickups in NYC.
avourakis/Time-Based-Test-Blind-SQL-Injection
Time-based test for blind SQL injections. A Data Science Approach.
avourakis/yt-comments-to-word2vec
This is a basic implementation of word2vec using youtube comments as the dataset. WORK IN PROGRESS
avourakis/Peak-Finder
An iOS App that finds the nearest mountain peaks 🏔️ around you!
avourakis/yt-comments-topics
avourakis/App-Marketing-Campaigns-Analysis
Analysis of marketing campaigns from a mobile app company.
avourakis/avourakis.github.io
Personal Website
avourakis/ConnectK
ConnectK AI for CS 171 Fall 2016
avourakis/cracking-the-coding-interview
Solutions to Interview questions for "Cracking the Coding Interview" 6th edition by Gayle Laakmann Mcdowell. Includes implementations in C++ and Python
avourakis/hashtable-cpp
A basic implementation of a Hash Table in C++ (For learning purposes).
avourakis/information-gain-calculator
This is a simple information gain calculator for CS178: Machine Learning & Data Mining at UCI
avourakis/Loan-Default-Prediction
Solution to the Anyfin Data Science Case
avourakis/md5-decrypter
Simple python implementation of a md5 hash decrypter
avourakis/PNO
PNO stands for Pattis's Notes Organizer. It organizes Prof. Pattis's (UCI Professor in Computer Science Department) Lecture Notes. It creates a table of contents from the notes and allows the user to select a title to read.
avourakis/Search-Engine
Search Engine Project for CS 121 at UCI (Spring 2017)
avourakis/SpacetimeCrawler
Spacetime Crawler (Assignment 2) for ICS 121 (Spring 2017)
avourakis/topic-indexing-lsi-gensim
Topic Indexing using Latent Semantic Analysis in Gensim. For learning purposes. Gensim Tutorial: https://radimrehurek.com/gensim/tut2.html
avourakis/topic-modeling-lda-gensim
Topic Modeling using Latent Dirichlet Allocation in Gensim. For learning purposes.