Tzu-Chun Hsieh's repositories
awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
system-design-interview
System design interview for IT companies
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
aws_serverless
Repo for Cloud Project 4: Serverless Data Engineering Pipeline
Cancer_Incidence_Rate
Individual Final Project for the course "IDS702.01 Modeling and Representation of Data" at Duke University
coding-interview-university
A complete computer science study plan to become a software engineer.
Duke-MLWS-2019
Duke Machine Learning Winter School 2019
Duke-NLP-WS-2020
Duke Natural Language Processing Winter School 2020
estimating-impact-of-opioid-prescription-regulations-team-4
estimating-impact-of-opioid-prescription-regulations-team-4 created by GitHub Classroom
IDS721_final_project
Repository for IDS721 final team projedt
Kaggle-solar-panel-detection
The repository contains the project work for classification for aerial images to identify whether an image contains a solar panel or not.
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
PlusDataScience
Materials for +DataScience In-Person Learning Experiences (IPLEs)
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
Urban_Sound_Classification
Classification of Urban sounds using several classification methods, namely SVM, MLP and CNN using MFCC features.