Jonathan Giguere's repositories
Emotion_Image_Classifier
My Capstone Project for my MS Data Science degree. Classifying emotion in images.
Robinhood_Investment_Web_App
A simple web app that shows the ten most popular stocks on Robinhood over time and allows users to drill down into historical stock information. The tool was created with D3.js and Bootstrap. All data processing was done with Python.
Predicting_Heart_Attacks
Group project using R and CDC data to predict heart attacks based on health risk factors. Exploratory data analysis, hypothesis testing, decision trees (random forest and bagged), logistic regression, and model evaluation.
Rap_Lyric_Generation_LSTM
Character and word level natural language generation models that generate lyrics in the style of different rappers. Used RNNs with LSTM layers.
Real_Time_Twitter_Dashboard_Project
Tool that takes a word as input from the user and dashboards information about tweets containing the word in real time.
Airplane_Sequence_Prediction
Predicting the next airport a plan will visit based on the previous airports in sequence.
AWS_SageMaker_Fraud_Detection
Using AWS SageMaker to optimize training of an XGBoost model that detects fraudulent credit card transactions in an extremely imbalanced dataset.
Country_Spending_Web_App
My first web app created with HTML, CSS, and Javascript. Leveraged the Google Charts API to analyze data around the military, healthcare, and education spending of ten different countries.
Transfer_Learning_Stanford_Dog_Breed_Classifier
Classifier that takes images of dogs and classifies the breed from 120 labels. Used Xception pre-trained CNN for transfer learning.
Web_Portfolio
A simple page that shows my core data competencies and who I am as an individual.