Carlos Fabbri's repositories
AutomaticSleepStageClassifier
Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
DataCenterSiteSelection
A Mixed Integer Optimization using GurobiPy to minimize the cost of a data center site selection with a diverse set of constraints. McGill
WeatherCNN_WarutNet
Unconventional use of CNNs to process structured data (bidimensional panel data: multimodal time-series) and predict next day's weather summary with 96% Accuracy. McGill MMA
2022-ona-assignments
Assignments repo for ORGB 672 Organizational Network Analysis
BigDataSparkClustering
PySpark and MLlib based clustering for customer segmentation. Delivered as final project for Big Data Analytics course in undergrad program
Kurling4Kids
McGill MMA BUSA649 Community Capstone Project. Client: Kurling4Kids
music-lyrics-analysis
An analysis of lyrics in rap music, involving web scraping, cosine similarity, MDS plots, LDA and topic modeling
MusicEntropyStatsR
Plotting, supervised and unsupervised techniques applied to music and lyrics dataset
MusicLyricEntropy
R-based project to analyze lyrics entropy by genre and decade. A hand-engineered feature "words-per-unique-word" is introduced and deeply studied. Spotify and Genius APIs are used
StemSalariesPrediction
Machine Learning project in Python to predict the base salary of STEM positions
Python_Tutorials
Python tutorials in both Jupyter Notebook and youtube format.
retailer-forecasting-clustering
forecasting and clustering techniques applied to a retail store "favorita"
STEM_Salaries_Prediction
Predict the Base Salary for Data Science and other STEM jobs. Focus on categorical variable encoding.