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binary-search

Compares the efficiency of binary search vs. linear search using custom Python search functions.

covid-19

Analysis of COVID-19 Data (in progress)

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"

dlwp

My notes from Francois Chollet's "Deep Learning with Python (2018)"

dsp

Metis Data Science Bootcamp - Official Prework Repository

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.

fourier

Fourier transform notes

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.

health-checks

Scripts that check the health of my computers.

hotel-revman-system

Creating a Hotel Revenue Management System from scratch. Features cancellation/supply and demand forecasts built on machine learning.

metis-project1

Exploratory Data Analysis (EDA): Analyzing NY Metro Transit Authority Turnstile Data to determine optimal locations for NYC street teams.

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.

metis-project4

Investigating the impact of Twitter Bots on the 2020 U.S. Presidential Election's Twitter Discourse

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

rookiewr-regression

stable-diffusion

A latent text-to-image diffusion model

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

twitter-bot-detection

Twitter Bot or Not: Twitter bot detection with supervised machine learning models