- Learning about: the Spanish language with Duolingo
- Ask me about: entropy, Parkinson's, exercise
- Fun fact: Pizza made and eaten in Italy might protect against illness and death. (Silvano Gallus, 2019 IG Nobel Prize winner in Medicine)
Notable links
Parkinson's Disease
- Dissertation: statistical models to investigate Parkinsonian symptom's response to a custom built dynamic bike 🎬 (paper)
#MultiModal Regression,#LinearRegression,#R,#Python,#SQLite - Research into demographic variables' effect on Parkinsonian symptom presentation 🎬 (paper)
#ApEn,#SamEn,#R,#Python,SQLite,#SegmentedRegression,#Automation,#Lubridate,#Pandas,#Ggplot2 - Research into dance and Parkinson's Disease 🎬 (paper)
#ApEn,#SamEn,#TimeSeries,#SQLite - Entropy of Parkinsonian Tremors
#ApEn,#SamEn,#TimeSeries,#SQLite
All in One
- A classic: predict survivors from the Titanic dataset
#GridSearchCV,#KNN,#LogisticRegression,#RandomForestClassifier
EDA
- How do NYC high schools perform?
#Pandas,#Numpy,#Regex,#Matplotlib,#Seaborn - What is the most popular ML/DL topic on StackExchange?
#API,#Matplotlib,#Seaborn,#Correlations - Which Star Wars episode is the most popular?
#Matplotlib,#Seaborn,#Pandas - Basic EDA of CIA Factbook using SQL
#SQL - What populations should a distance learning company focus on?
#Pandas,#Numpy,#Matplotlib,#Seaborn
Data Visualization
- Figures created for dance paper
#Ggplot,#Cowplot,#GridExtra - Finished ML projects, including plots
#Matplotlib,#Seaborn,#Pplotly - Powerpoint of plots created for Dissertation
#Matplotlib,#Ggplot - Visualization and prediction of marathon placement
#Seaborn,#Plotly,#GeoPandas,#Chloropeth
Dashboard
- Airbnb Dash 🎬 (demo)
#Tableau - Covid Dashboard 🎬 (demo)
#Streamlit - Covid Plotly Dash
#PlotlyDash,#Docker
Machine Learning
- Spam or Ham classifier
#Probability - Are there any patterns in Jeapordy questions?
#ChiSquare - An algorithm to predict car prices on the market
#KNN - Predict housing prices
#LinearRegression,#KFold - Predict the number of bikes rented in a shared-bike program
#LinearRegression,#DecisionTree,#RandomForest - Build a model to recognize handwritten numbers
#KNN,#NeuralNetwork - Fun little model, predicting your marathon placement in the Akron Marathon 🎬 (demo)
#RandomForest
- Dynamic Bike Analyzer and helper functions
#Bash,#Streamlit - Dynamic Bike Data Munger
#PySimpleGUI - Noraxon Data Munger
#R Studio
- Payme Calculator 🎬 (demo)
#Python,#Streamlit,#Bash,#Regex - WhereIs
#Python,#Streamlit - Streamlit Starter
#Linux,#Bash - Protein per Cost Calculator
#Python,#Streamlit,#API
- Homeserver Setup
#Linux,#Ubuntu,#Docker - Hassio Setup
- Cookpad Scraper
#Python,#BeautifulSoup,#Selenium