Project
The Impact of Lockdown on Public Sentiment in Bermuda
Using Twitter data to investigate changes in public sentiment as a result of the COVID-19 lockdown in Bermuda. Tools: Tweepy, TextBlob, NLTK, Deepnote, Plotly, Dash, Heroku.
Blog
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Project
Journal
Monthly ML: Data Science & Machine Learning Wrap-Up — April 2020
April highlights: LeetCode 30 Day Challenge, Big Data, Docker, Pluralsight, Secret Project, Social Media, Virtual ODSC, Lex Fridman’s AI Reading Group.
Journal
Monthly ML: Data Science & Machine Learning Wrap-Up — March 2020
March highlights: Conway’s Game of Life in Python, Portfolio Update, MNIST, Deep Learning, Big Data, Squirrel GAN, NLP Preprocessing.
Project
Game Of Life (Python-Based CLI)
Building a Python CLI to simulate Conway’s Game of Life.
Project
Neural Network Hyperparameters
A deep dive into neural network hyperparameters: batch size, learning rate, activation functions, number of layers.
Project
Disaster Tweets: Exploratory Data Analysis
Initial analysis and visualization of the Kaggle Disaster Tweets dataset using NLTK and Seaborn.