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Erik Hou's Projects

crosslingual-learning-bert icon crosslingual-learning-bert

This is the final project for NLP with Deep Learning class. In this project, I explored multi-lingual BERT's ability to perform cross-lingual zero-shot transfer learning from English to Chinese with aspect-based sentiment analysis task.

dl-cloud-and-edge icon dl-cloud-and-edge

My notes and assignments for Deep Learning in the Cloud and at the Edge class.

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

facial-recognition-at-the-edge icon facial-recognition-at-the-edge

In this project, my team performed transfer learning on FaceNet at the edge using Nvidia Jetson TX2 for better user privacy and data security. This repo is forked from the project main repo hosted by one of the teammate's GitHub.

kws-net icon kws-net

Seeing Wake Words: Audio-visual Keyword Spotting

lipspeak icon lipspeak

My capstone project for Master of Information and Data Science program at UC Berkeley. This repo was forked from the project main repo hosted on one of the teammates GitHub.

ml-at-scale icon ml-at-scale

My notes and assignments for Machine Learning at Scale Class

shoot_your_shot icon shoot_your_shot

train a custom classifier to score dart throws, relate to throwing form through pose estimation

ucb-w207-applied-ml icon ucb-w207-applied-ml

Code and documents for UC Berkeley MIDS program course w207-Applied-Machine-Learning

v2 icon v2

W251 2018 reload

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