Below you can find my writings on machine learning, data science, and technology. Enjoy!
Introducing 'SWITRS to SQLite'
The State of California stores information about all the traffic accidents in the state in the SWITRS database; this script lets you convert it to SQLite for easy querying!
Jupyter Notebooks: Not for Development
Jupyter Notebooks are great for a lot of things; development of code is not one of them.
WhereTo.Photo: Using Data Science to Take Great Photos
Where is the best spot to take a photo in San Francisco? Learn how I answered this question with my Insight Data Science project!
SAT2Vec: Word2Vec Versus SAT Analogies
Could Word2Vec pass the SAT analogies section and get accepted to a good college? I take a pre-trained model and find out!
Dragon Farkle: Simulating the End Game
How many soldiers do you need to successful defeat the dragon in Dragon Farkle, and how likely to succeed is your attack? I find out by simulating a game of Dragon Farkle!
Further Double-checking FiveThirtyEight's 2016 Primary Predictions
Is FiveThirtyEight's Polls Plus model biased against any candidate? I continue my double-checking their model by looking at each candidate individually.
Double-checking FiveThirtyEight's 2016 Primary Predictions
How well did FiveThirtyEight do in predicting the primary results? I Double-check FiveThirtyEight's Polls Plus model by comparing its predictions to the outcomes of the 2016 primaries.