Predicting Object Bounding Boxes and Road Map Layouts in a Traffic Environment
Project month:
Object and road detection given a real-time traffic environment.
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Portfolio
Visualizing the Spread & Effects of COVID-19 Around the World
Project month:
Building a reporting dashboard to display the effects of COVID-19 globally.
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Comparing and Contrasting the Content of US Presidential Inaugural Addresses and UK Political Party Manifestos from World War II to Present Day
Project month:
Examining the difference in how prominent political figures and parties from the United States and the United Kingdom use official addresses and manifestos.
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Unsupervised Data Quality Monitoring
Project month:
Three approaches to determine batch acceptability.
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Least Squares GAN Image Generation
Project month:
Least squares generative adverserial networks (LSGANs) for image generation.
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Fashion Market Segmentation and Analysis with Trendalytics
Project month:
Market Segmentation for fashion retailers: validating trend adoption strategies.
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Recommender System for User Listening Data
Project month:
Building and evaluating a recommender system using PySpark for user listening data via collaborative filtering and alternating least squares (ALS).
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Semantic Cognition on Recipes and Cuisines Around the World
Project month:
The parallel distributed processing approach to semantic cognition: a comparative extension to a complex domain.
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A Deep Dive into Machine Translation
Project month:
End-to-end implementation and training of neural translation machine models.
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Predicting Play Type on Third Down
Project month:
Predicting whether NFL teams will run or pass on third down.
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Spam Classification on SMS Messages
Project month:
Performing ‘spam’ or ‘ham’ text classification on SMS messages.
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Natural Language Inference using Recurrent and Convolutional Neural Networks
Project month:
Constructing optimal recurrent and convolutional neural network models that can take on the Stanford Natural Language Inference (SNLI) task.
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Bag of N-Gram Document Classification
Project month:
Bag of words document classification using IMDB large movie review dataset.
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