technology   python pickle data-science

Python Pickling for Data Science: Examples and Tips on how to use Pickle as part of your Data Work

12 Jul 2017   Pickle is a well-known Python tool for saving arbitrary variable contents into file. Here are a couple of examples and tips on how you can use it to make your data science work more efficient and easily reproducible.

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technology   codebuild codepipeline docker beanstalk continuous-integration continuous-deployment

Using AWS CodePipeline to Automatically Deploy and Build your App Stored on Github as a Docker-based Beanstalk Application

07 Jul 2017   A full guide on how to set up a continuous deployment pipeline using GitHub and AWS CodePipeline, in order to deploy a Docker-based Beanstalk Application.

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technology   testing scala

Scala Testing with Scalatest: Reference and Examples

06 Jul 2017   Simple examples using ScalaTest to test your Scala projects. Full introduction and examples of all major testing styles supported by this framework.

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technology   spark nullpointerexception

Debugging NullPointerException in Apache Spark

04 Jun 2017   A lot of things can go wrong when writing distributed code in Spark. Here's a couple of ways to work around/debug NullPointerExceptions.

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machine-learning data-science best-practices

Machine Learning and Data Science: Generally Applicable Tips and Tricks

18 May 2017   A couple of general, practical tips and tricks that may be used when dealing with data science and/or machine learning problems.

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technology   golang ubuntu 16

Installing and Configuring Golang 1.8 on Ubuntu 16.04

23 Apr 2017   Short guide to installing and configuring Go v1.8 on Ubuntu 16.04.

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technology   latex wip

LaTeX: Quick Solutions for Specific Issues

08 Apr 2017   Just a couple of latex commands to help you achieve somewhat uncommon layouts and things like that.

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technology   data-science

Data-related Job Descriptions: Making of a Data Team

19 Mar 2017   A simple description of some common job titles / positions of may come across when looking at the data work landscape. See what positions may be best suited for yourself and your company.

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technology   wip scikit-learn

Scikit-Learn Cheatsheet: Reference and Examples

10 Mar 2017   Just a couple of things you may find yourself doing over and over again when working with scikit-learn.

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technology   wip postgres sql ubuntu

PostgreSQL Common Operations: Reference + Examples

10 Mar 2017   Common operations you may first yourself doing over and over again when dealing with PostgreSQL databases. Unless otherwise stated, examples assume version 9 or later, running on Ubuntu.

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