Pinned Repositories
bayesian-ab
Bayesian Hierarchical A/B Testing with PyMC3 and synthetic Spotify data.
bayesian-regressions
Here's a sample of 3 different Bayesian Regressions; Linear, Binomial Logistic, and Poisson.
bigquery-qa
Using GCP's VertexAI PaLM 2 LLM to chat with BigQuery data.
deeplearning-tableau
hawaii-house-price-forecast
Forecasting Hawai'i Median Home Price with prophet
maui-wildfires-unemployment-rate
A causal analysis of the effect of the Maui wildfires in August 2023 on the local unemployment rate.
new-willie-nelson-song
Generating a NEW Willie Nelson Song using textgenrnn / spaCy and with Willie Nelson Song Lyrics from the Genius API.
one-million-podcasts
Analyzing over one million podcasts taken from the Spotify API.
spotify-podcasts
Access Spotify Podcast Data with spotipy. Create data frames of shows and episodes with full descriptions. Create visualizations and generate new show descriptions with markovify.
upcoming-local-shows-playlist
Here is some code to generate a playlist on Spotify of upcoming local shows, using the Spotify API, spotipy, and beautiful-soup web scraping from the site bandisintown.com
sam-tritto's Repositories
sam-tritto/spotify-podcasts
Access Spotify Podcast Data with spotipy. Create data frames of shows and episodes with full descriptions. Create visualizations and generate new show descriptions with markovify.
sam-tritto/bayesian-ab
Bayesian Hierarchical A/B Testing with PyMC3 and synthetic Spotify data.
sam-tritto/deeplearning-tableau
sam-tritto/new-willie-nelson-song
Generating a NEW Willie Nelson Song using textgenrnn / spaCy and with Willie Nelson Song Lyrics from the Genius API.
sam-tritto/one-million-podcasts
Analyzing over one million podcasts taken from the Spotify API.
sam-tritto/twitter-sentiment
A Trax deep neural network sentiment analysis model on Twitter's 50 Trending Topics deployed and automated every hour on the Google Cloud Platform which is then viewed as a dashboard on Google Data Studio.
sam-tritto/bayesian-hdi
A simple notebook highlighting the beauty of how Bayesian Statistics deals with multimodal data using the HPD (highest posterior density) and multiple credible intervals contained in a credible set.
sam-tritto/bayesian-regressions
Here's a sample of 3 different Bayesian Regressions; Linear, Binomial Logistic, and Poisson.
sam-tritto/carcompany-ab-test
Here is an A/B test from a car company testing out a new APR strategy.
sam-tritto/mauna-loa-co2
A simple forecast with prophet
sam-tritto/bigquery-qa
Using GCP's VertexAI PaLM 2 LLM to chat with BigQuery data.
sam-tritto/hawaii-house-price-forecast
Forecasting Hawai'i Median Home Price with prophet
sam-tritto/maui-wildfires-unemployment-rate
A causal analysis of the effect of the Maui wildfires in August 2023 on the local unemployment rate.
sam-tritto/upcoming-local-shows-playlist
Here is some code to generate a playlist on Spotify of upcoming local shows, using the Spotify API, spotipy, and beautiful-soup web scraping from the site bandisintown.com
sam-tritto/airline-overbooking-simulation
Here is a project where I attempt to use statistical simulations to find the optimal overbooking seat number strategy for an airline.
sam-tritto/bestsellers-list-and-text-gen
Using New York Times API to access Bestsellers Lists and create new book descriptions with Markov Chain Text Generation
sam-tritto/bigtakeover-shows
Show data from 12+ years of shows visualized!
sam-tritto/clustering-neighborhoods
This is the capstone project for the Coursera Intro to Data Science Professional Certificate
sam-tritto/datacamp-machine_learning
All of the notebooks for DataCamps courses on Machine Learning with Python
sam-tritto/datacamp-projects
These are some of the notebooks from DataCamp's projects
sam-tritto/learn-cpp
Codecademy | Learn C++
sam-tritto/leetcode
Problems and Solutions to LeetCode Practice Problems
sam-tritto/ModSimPy
Text and supporting code for Modeling and Simulation in Python
sam-tritto/pandemic-flu-simulation
Here is a simulation written in python to model pandemic flu spread in a classroom setting. Please read the full pdf report for more info!
sam-tritto/predicting-student-grades
Visualizing and using multiple regression / classification algorithms as well as deep learning to predict student grades.
sam-tritto/recommendation-engine-java
A movie recommendation engine in Java, from the capstone project in the Duke/UCSD Java Programming and Software Engineering Fundamentals Specialization on Coursera.
sam-tritto/spotify-bigtakeover-discography
Here is an audio analysis of the discography from the band The Big Takeover using the Spotify API and spotipy.
sam-tritto/spotify-bob-marley-discography
Bob Marley discography analysis with the Spotify API and spotipy
sam-tritto/spotify-how-to-write-a-hit-song
Multi Target Multiple Linear Regression, Multi Target Keras Deep Learning Regression, K-Nearest Neighbors, and K-Means Clustering... Based off of Spotify Data make a prediction for what a hit song would sound like in 2020!
sam-tritto/statistical-tests
A repo to host statistical tests