Team Watts

All

8 repositories

MMAI844_AutoKerasFires
Public
A hands-on tutorial for using AutoKeras to train an image classification model for the identification of wildfires in satellite images.
deep-learning satellite-imagery keras-tensorflow forest-fire autokeras
Python
•0•1•8•7•Updated Dec 8, 2022Dec 8, 2022
auto_keras_tutorial
Public
0•0•0•0•Updated Jul 11, 2020Jul 11, 2020
MMAI894_ForestFireDetection
Public
An image classification model for detecting forest fires in satellite imagery.
machine-learning image-classification convolutional-neural-networks satellite-imagery anomaly-detection forest-fire tean-watts
0•1•0•0•Updated Jul 9, 2020Jul 9, 2020
MMAI823_FuturesPrediction
Public
A foray into determining a connection between weather data and movements in the stock market.
finance data-science machine-learning lstm algotrading lstm-neural-networks team-watts
Jupyter Notebook
•2•1•0•0•Updated Jul 9, 2020Jul 9, 2020
MMAI891_CRA_TopicModelling
Public
Utilizing NLP techniques to categorize CRA survey responses and find actionable insights within the results.
nlp text-mining topic-modeling
Jupyter Notebook
•0•0•0•0•Updated Jul 6, 2020Jul 6, 2020
MMAI845_TheBeerGame
Public
Playing the Beer Game Using Reinforcement Learning
machine-learning reinforcement-learning supply-chain dqn monte-carlo-simulation team-watts
Python
•2•1•0•0•Updated Apr 14, 2020Apr 14, 2020
MMAI823_BankrupcyPrediction
Public
Corporate Bankruptcy Prediction
data-science machine-learning fintech bankruptcy-prediction team-watts
Jupyter Notebook
•2•1•0•0•Updated Jan 16, 2020Jan 16, 2020
MMAI823_PortfolioOptimization
Public
Stock portfolio optimization
data-science machine-learning fintech portfolio-optimization efficiency-frontier team-watts
Jupyter Notebook
•0•1•0•0•Updated Dec 18, 2019Dec 18, 2019