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Zach G.'s Projects

10-605_project icon 10-605_project

ScalableML final project, replicating the paper "Learning General Purpose Distributed Sentence Representations via Large Scale Multitask Learning."

11-731_hw1_nmt icon 11-731_hw1_nmt

Individual assignment 1 for CS 11-731 Machine Translation course.

11-785_project icon 11-785_project

Deep learning final project, combining Mask R-CNN into Cycle-GAN to achieve better accuracy in style transfer.

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

blogs icon blogs

Personal non-technical blogs.

cs229_ml icon cs229_ml

Solutions for assignments in ML course given by Andrew Ng (Coursera).

ctci-solutions icon ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

data-science-bootcamp icon data-science-bootcamp

Data science practical labs by Udemy to analyze data, create visualizations, and apply ML algorithms.

ddia icon ddia

《Designing Data-Intensive Application》DDIA中文翻译

govmomi icon govmomi

Go library for the VMware vSphere API

hands-on-hadoop icon hands-on-hadoop

Hadoop tutorial with MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka...

lfcs-prep icon lfcs-prep

Linux Foundation Certified System Administrator(LFCS) learning materials

play_with_git icon play_with_git

Hands-on labs in the course "Version Control with Git" by Coursera.

recommender_demo icon recommender_demo

Intern project to implement recommender demos for implicit feedback transaction data.

scalable-ml icon scalable-ml

Demo codes for ML with large scale of datasets (10-605)

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