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Jacky Zhao's Projects

2014-summer-travels icon 2014-summer-travels

Python-based spatial data analysis and visualization of the GPS location data from my 2014 summer travels.

data icon data

Data and code behind the stories and interactives at FiveThirtyEight

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dsa-workshop icon dsa-workshop

An example of using microservice architecture powered by Kubernetes and Azure.

fastteradata icon fastteradata

Tools for faster and optimized interaction with Teradata and large datasets.

fedjobs icon fedjobs

Natural language processing (NLP) on federal job postings

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

ml_cheat_sheet icon ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

pla icon pla

University of Michigan source code and data associated with Practical Learning Analytics course.

psych216 icon psych216

A translation of Kendrick's MATLAB statistics class materials into Python

pyculiarity icon pyculiarity

A minimal pure python port of Twitter's AnomalyDetection R Package

rabbitmq-poc icon rabbitmq-poc

Proof of concept solution for RabbitMQ. Learning it for the first time and testing out its features.

sentimentanalysispoc icon sentimentanalysispoc

Proof of concept application to utilize Microsoft Azure Machine Learning tools (Sentiment Analysis + Key Phrases Finder).

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