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Charles Lee's Projects

awesome-pipeline icon awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

data-science-primer icon data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

ds-career-resources icon ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

gcp-data-engineering icon gcp-data-engineering

Batch Processing , orchestration using Apache Airflow and Google Workflows, spark structured Streaming and a lot more

google-cloud-data-engineering icon google-cloud-data-engineering

Some ideas to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets.

quick-portfolio icon quick-portfolio

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

stanford_dbclass icon stanford_dbclass

Collection of my solutions to the (infamous) dbclass (2014 version) offered by Stanford.

state-drug-utilization-data icon state-drug-utilization-data

Publication of these drug utilization data sets have been available since the start of the Medicaid Drug Rebate Program, where states report drug utilization for covered outpatient drugs paid for by state Medicaid agencies.

twitter-analysis icon twitter-analysis

The file TwitterMySQL.py accesses the twitter streaming API and collects data and stores it into a MySQL database. The analyzeTweets.py file contains a class which processes the raw text and creates a Wordcloud.

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