Donne Martin

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

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.

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

A supercharged Git/GitHub command line interface (CLI). An official integration for GitHub and GitHub Enterprise: https://github.com/works-with/category/desktop-tools

macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.

A supercharged AWS command line interface (CLI).

Browse Hacker News like a haxor: A Hacker News command line interface (CLI).

Visualize GitHub's most popular repos. http://www.donnemartin.com/viz

Web Crawlers.

Personal website powered by Bootstrap, Pelican, and GitHub Pages. http://donnemartin.com/

Gitflow sandbox clone.

R scripts that analyze and rank hospitals based on mortality rates from the Hospital Compare data run by the U.S. Department of Health and Human Services.

Resources referenced from the repo: https://github.com/donnemartin/dev-setup

R scripts that analyze sulfate and nitrate pollution data from sensors monitoring fine particulate matter air pollution at 332 locations in the United States.

Various R snippets for reading, subsetting, summarizing, reshaping, merging, and cleaning data