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Carlos Fabbri's Projects

automaticsleepstageclassifier icon automaticsleepstageclassifier

Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis

bigdatasparkclustering icon bigdatasparkclustering

PySpark and MLlib based clustering for customer segmentation. Delivered as final project for Big Data Analytics course in undergrad program

datacentersiteselection icon datacentersiteselection

A Mixed Integer Optimization using GurobiPy to minimize the cost of a data center site selection with a diverse set of constraints. McGill

kurling4kids icon kurling4kids

McGill MMA BUSA649 Community Capstone Project. Client: Kurling4Kids

music-lyrics-analysis icon music-lyrics-analysis

An analysis of lyrics in rap music, involving web scraping, cosine similarity, MDS plots, LDA and topic modeling

musicentropystatsr icon musicentropystatsr

Plotting, supervised and unsupervised techniques applied to music and lyrics dataset

musiclyricentropy icon 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

rcourse icon rcourse

The example R files for the ML and Big Data courses

weathercnn_warutnet icon 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

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