Git Diff: Reference and Examples

24 Oct 2019   How to compare and show differences in files from different branches, different commits, etc.

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Scala Fold Examples

10 Oct 2019   Examples and reference for Scala fold method.

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paper-summary natural-language-processing

Paper Summary: TextRank: Bringing Order into Texts

16 Sep 2019   Summary of the 2004 article "TextRank: Bringing Order into Texts" by Mihalcea and Tarau.

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pip conda virtualenv

Conda, Pip, Virtualenv and Pyenv: Commands Compared

16 Sep 2019   Equivalent commands for conda on the one hand and pip plus virtualenv on the other.

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compression gzip

GNU Gzip examples

15 Sep 2019   Examples on how to perform simple tasks using the gzip command (along with sister commands such as gunzip and zcat).

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python files

Python Open File: Reference and Examples

15 Sep 2019   Quick reference for how to open files in Python, encodings, modes, etc.

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data-science project-work

People Skills for Data Science Projects: Lessons Learned

14 Sep 2019   See a project go from start to finish, know how to create value with data science and machine learning.

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python-3 strings

Python 3 String Operations

11 Sep 2019   Common operations you will need to do on python strings, within the context of Natural Language Processing (NLP) or otherwise.

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paper-summary language-models

Paper Summary: Language Models are Unsupervised Multitask Learners

31 Aug 2019   Summary of the 2019 article "Language Models are Unsupervised Multitask Learners" by Radford et al. AKA the GPT-2 Article.

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spark dataframes scala

Spark Dataframe Examples: Window Functions

22 Aug 2019   Examples on how to do common operations using window functions in apache spark dataframes. Examples using the Spark Scala API.

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