Elliot Wilens's repositories
hotel-revman-system
Creating a Hotel Revenue Management System from scratch. Features cancellation/supply and demand forecasts built on machine learning.
flask-blog
Fully functional web-app hosted on a Ubuntu 18.04 VM with Nginx and Gunicorn. The blog features an NLP module that summarizes long text into three key sentences.
health-checks
Scripts that check the health of my computers.
metis-project4
Investigating the impact of Twitter Bots on the 2020 U.S. Presidential Election's Twitter Discourse
google-capstone
Automate the publishing of new products to a retailer's online store using HTTP GET & POST methods from Python's Requests library. Automate report generation with ReportLab and distribution with Python's Email module.
metis-project2
Predicting NFL game margins using Linear Regression
metis-project3
Using XGBoost Classifier to Predict whether an InstaCart customer will purchase an item again in their next order using a gradient-boosting (XGBoost) machine learning algorithm.
twitter-bot-detection
Twitter Bot or Not: Twitter bot detection with supervised machine learning models
binary-search
Compares the efficiency of binary search vs. linear search using custom Python search functions.
deep-learning-with-python
TensorFlow 2.* exercises from the book "Deep Learning with Python" by François Chollet
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dsp
Metis Data Science Bootcamp - Official Prework Repository
metis-project1
Exploratory Data Analysis (EDA): Analyzing NY Metro Transit Authority Turnstile Data to determine optimal locations for NYC street teams.
NLP-Summarize
Use Natural Language Processing to summarize a large text file into a few key sentences
OOP-Tutorials
Object-Oriented Programming case-study: creating an Employee class containing special methods, decorators, and more.
personal-text-summarizer
Personal Text Summarizer
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition