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archives.html
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archives.html
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<!DOCTYPE html>
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<h2><a href="./joining-facebook.html">Joining Facebook</a></h2>
<div class="summary"><p>New challenges ahead!</p>
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<i><time datetime="2017-04-17T00:00:00-04:00"> Mon 17 April 2017</time></i>
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<h2><a href="./the-system-design-primer-now-on-github.html">The System Design Primer Now on GitHub!</a></h2>
<div class="summary"><p>Learn how to design large-scale systems.</p>
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<i><time datetime="2017-03-11T00:00:00-05:00"> Sat 11 March 2017</time></i>
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<h2><a href="./data-wrangling-github-stats-with-viz.html">Data Wrangling GitHub Stats with Viz</a></h2>
<div class="summary"><p>Analyzing GitHub's most popular repos - data flow and data wrangling.</p>
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<i><time datetime="2017-01-14T00:00:00-05:00"> Sat 14 January 2017</time></i>
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<h2><a href="./python-for-data-part-3-functions.html">Python for Data Part 3: Functions</a></h2>
<div class="summary"><p>Functions as objects, lambda functions, closures, args, kwargs, currying, generators, generator expressions, and itertools, with a focus on usage for data analysis.</p>
<span class="published">
<i><time datetime="2016-10-29T00:00:00-04:00"> Sat 29 October 2016</time></i>
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<h2><a href="./python-for-data-part-2-data-structure-utils.html">Python for Data Part 2: Data Structure Utils</a></h2>
<div class="summary"><p>Slice, range, xrange, bisect, sort, sorted, reversed, enumerate, zip, and list comprehensions, with a focus on usage for data analysis.</p>
<span class="published">
<i><time datetime="2016-09-25T00:00:00-04:00"> Sun 25 September 2016</time></i>
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<h2><a href="./python-for-data-part-1-data-structures.html">Python for Data Part 1: Data Structures</a></h2>
<div class="summary"><p>Tuples, lists, dicts, and sets, with a focus on usage for data analysis.</p>
<span class="published">
<i><time datetime="2016-09-24T00:00:00-04:00"> Sat 24 September 2016</time></i>
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<h2><a href="./predicting-titanic-survivors.html">Predicting Titanic Survivors</a></h2>
<div class="summary"><p>Predict survivors through exploratory data analysis, data cleaning, and machine learning.</p>
<span class="published">
<i><time datetime="2016-07-02T00:00:00-04:00"> Sat 02 July 2016</time></i>
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<h2><a href="./apache-spark-tutorial.html">Apache Spark Tutorial</a></h2>
<div class="summary"><p>Hands-on introduction with PySpark.</p>
<span class="published">
<i><time datetime="2016-06-19T00:00:00-04:00"> Sun 19 June 2016</time></i>
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<h2><a href="./gitsome-now-on-github.html">Gitsome Now on GitHub!</a></h2>
<div class="summary"><p>A supercharged Git/shell autocompleter with GitHub integration.</p>
<span class="published">
<i><time datetime="2016-05-08T00:00:00-04:00"> Sun 08 May 2016</time></i>
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<h2><a href="./haxor-news-now-on-github.html">Haxor-News Now on GitHub!</a></h2>
<div class="summary"><p>Browse Hacker News like a haxor.</p>
<span class="published">
<i><time datetime="2016-04-10T00:00:00-04:00"> Sun 10 April 2016</time></i>
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<h2><a href="./viz-now-on-github.html">Viz Now on GitHub!</a></h2>
<div class="summary"><p>Interactive visualizations and stats of GitHub's newest, most popular repos.</p>
<span class="published">
<i><time datetime="2016-02-02T00:00:00-05:00"> Tue 02 February 2016</time></i>
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<h2><a href="./aws-shell-now-on-github.html">AWS-Shell Now on GitHub!</a></h2>
<div class="summary"><p>An interactive productivity booster for the AWS CLI.</p>
<span class="published">
<i><time datetime="2015-12-15T00:00:00-05:00"> Tue 15 December 2015</time></i>
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<h2><a href="./awesome-aws-now-on-github.html">Awesome AWS Now on GitHub!</a></h2>
<div class="summary"><p>A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources.</p>
<span class="published">
<i><time datetime="2015-10-25T00:00:00-04:00"> Sun 25 October 2015</time></i>
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<h2><a href="./under-the-hood-of-saws-a-supercharged-aws-cli.html">Under the Hood of SAWS, A Supercharged AWS CLI</a></h2>
<div class="summary"><p>A brief look at some Python open source technologies used in SAWS.</p>
<span class="published">
<i><time datetime="2015-09-23T00:00:00-04:00"> Wed 23 September 2015</time></i>
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<h2><a href="./saws-now-on-github.html">SAWS Now on GitHub!</a></h2>
<div class="summary"><p>Interactive command line interface that aims to supercharge the AWS CLI with features focusing on improving ease-of-use and increasing productivity. Under the hood, SAWS is powered by the AWS CLI and supports the same commands and command structure.</p>
<span class="published">
<i><time datetime="2015-09-20T00:00:00-04:00"> Sun 20 September 2015</time></i>
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<h2><a href="./dev-setup-now-on-github.html">Dev Setup Now on GitHub!</a></h2>
<div class="summary"><p>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 defaults for Mac OSX.</p>
<span class="published">
<i><time datetime="2015-08-09T00:00:00-04:00"> Sun 09 August 2015</time></i>
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<h2><a href="./interactive-coding-challenges-now-on-github.html">Interactive Coding Challenges Now on GitHub!</a></h2>
<div class="summary"><p>Interactive, test-driven Python coding challenges (algorithms and data structures). Challenges focus on algorithms and data structures that are typically found in coding interviews or coding competitions.</p>
<span class="published">
<i><time datetime="2015-07-11T00:00:00-04:00"> Sat 11 July 2015</time></i>
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<h2><a href="./data-science-python-notebooks-now-on-github.html">Data Science Python Notebooks Now on GitHub!</a></h2>
<div class="summary"><p>Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.</p>
<span class="published">
<i><time datetime="2015-06-06T00:00:00-04:00"> Sat 06 June 2015</time></i>
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<h2><a href="./python-hadoop-mapreduce-analyzing-aws-s3-bucket-logs-with-mrjob.html">Python Hadoop MapReduce: Analyzing AWS S3 Bucket Logs with mrjob</a></h2>
<div class="summary"><p>mrjob lets you write MapReduce jobs in Python 2.5+ and run them on several platforms.</p>
<span class="published">
<i><time datetime="2015-05-17T00:00:00-04:00"> Sun 17 May 2015</time></i>
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<h2><a href="./tableau-9-features-initial-impressions-from-beta.html">Tableau 9 Features: Initial Impressions from Beta</a></h2>
<div class="summary"><p>With the final beta in the hands of testers, I thought I'd write up a review of my favorite features in Tableau 9.</p>
<span class="published">
<i><time datetime="2015-03-24T00:00:00-04:00"> Tue 24 March 2015</time></i>
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<h2><a href="./setting-up-splunk-enterprise-for-aws.html">Setting Up Splunk Enterprise for AWS</a></h2>
<div class="summary"><p>I recently hooked up Splunk to AWS to search, monitor, and analyze log files. Splunk indexes data on read, which then allows it to do super-fast searching and visualization.</p>
<span class="published">
<i><time datetime="2015-02-01T00:00:00-05:00"> Sun 01 February 2015</time></i>
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<h2><a href="./a-brief-introduction-to-r-unit-testing-with-test_that.html">A Brief Introduction to R Unit Testing with test_that</a></h2>
<div class="summary"><p>Testing is a vital part of software development. I've recently hooked up test_that to my R-Snippets repo.</p>
<span class="published">
<i><time datetime="2015-01-18T00:00:00-05:00"> Sun 18 January 2015</time></i>
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<h2><a href="./website-redesign-and-jekyll-mirror.html">Website Redesign and Jekyll Mirror</a></h2>
<div class="summary"><p>I've just completed overhauling donnemartin.com and it's mirror site powered by Jekyll on GitHub pages.</p>
<span class="published">
<i><time datetime="2015-01-01T00:00:00-05:00"> Thu 01 January 2015</time></i>
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<h2><a href="./speeding-up-hadoop-mapreduce-jobs-with-s3distcp.html">Speeding Up Hadoop MapReduce Jobs with S3DistCp</a></h2>
<div class="summary"><p>Input file size has a significant impact on the job length, due to the mapper setup time.</p>
<span class="published">
<i><time datetime="2014-12-20T00:00:00-05:00"> Sat 20 December 2014</time></i>
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<h2><a href="./r-hands-on-tutorials-with-swirl.html">R Hands-On Tutorials with Swirl</a></h2>
<div class="summary"><p>Exploring R with the R package Swirl, which lets you learn right from the R console.</p>
<span class="published">
<i><time datetime="2014-12-09T00:00:00-05:00"> Tue 09 December 2014</time></i>
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<h2><a href="./s3cmd-frequently-used-commands.html">S3cmd: Frequently Used Commands</a></h2>
<div class="summary"><p>I’ve found S3cmd to be a great tool for interacting with S3 on AWS. S3cmd is written in Python, is open source, and is free even for commercial use.</p>
<span class="published">
<i><time datetime="2014-12-04T00:00:00-05:00"> Thu 04 December 2014</time></i>
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<h2><a href="./my-reading-list.html">My Reading List</a></h2>
<div class="summary"><p>I've started populating my Reading List. Updates will trickle in over the coming weeks.</p>
<span class="published">
<i><time datetime="2014-11-29T00:00:00-05:00"> Sat 29 November 2014</time></i>
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<h2><a href="./hooking-up-android-gradle-and-travis-ci.html">Hooking Up Android Gradle and Travis CI</a></h2>
<div class="summary"><p>I’ve recently started using Gradle as the build system for my Android projects. Travis CI is a very popular continuous integration tool for open source projects.</p>
<span class="published">
<i><time datetime="2014-11-16T00:00:00-05:00"> Sun 16 November 2014</time></i>
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<h2><a href="./talk-data-to-me-tableau-2014-conference.html">Talk Data to Me: Tableau 2014 Conference</a></h2>
<div class="summary"><p>3 Days 5 keynotes Dozens of breakout sessions Countless tips, tricks, and brilliant data viz gurus.</p>
<span class="published">
<i><time datetime="2014-09-07T00:00:00-04:00"> Sun 07 September 2014</time></i>
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<h2><a href="./hello-world.html">Hello World</a></h2>
<div class="summary"><p>An Introduction to Donne Martin's Tech Blog.</p>
<span class="published">
<i><time datetime="2014-09-06T00:00:00-04:00"> Sat 06 September 2014</time></i>
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