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Joann Chen's Projects

cmu11785-deep-learning icon cmu11785-deep-learning

Projects on AI topics like speech recognition, face recognition, and neural machine translation + Projects on engineering my own version of PyTorch libraries and optimization methods from scratch.

cse110_woof icon cse110_woof

iOS social networking app centered around pet owners

lab4 icon lab4

Lab 4 for Intro HCI: Server-side backend web development

recommendation-system-with-million-song-dataset icon recommendation-system-with-million-song-dataset

Propose and implement a machine learning pipeline that combines content-based and collaborative recommendation methods for a large-scale, personalized song recommendation system. The goal is to predict which songs that a user will listen to and make a recommendation list of 10 songs to each user, given both the user’s listening history and full information (including meta-data and audio feature analysis) for all songs.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

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