product-management data-science data-products

11 Types of Data Products, with Examples

22 Sep 2020   Here is a list of data products you can build using various types of data science methods. Includes use cases and main techniques for each.

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paper-summary natural-language-processing sequence-learning transformer-architecture

Paper Summary: Improving Language Understanding by Generative Pre-Training

11 Sep 2020   Summary of the 2018 article "Improving Language Understanding by Generative Pre-Training" by Radford et al.

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Bash Examples: String Operations

09 Sep 2020   How to interact with strings on bash scripts.

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jq: Sorting JSON objects

29 Aug 2020   Just simple examples on how to sort objects with jq

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pytest python testing

Pytest Options: Best Practices and Examples

23 Aug 2020   Examples on how to use pytest to run tests, configure outputs, etc.

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paper-summary natural-language-processing embeddings sequence-learning

Paper Summary: ULMFIT: Universal Language Model Fine-tuning for Text Classification

22 Jul 2020   Summary of the 2018 article "ULMFIT: Universal Language Model Fine-tuning for Text Classification" by Howard and Ruder.

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Bash Shopt Examples

05 Jul 2020   Examples and reference on how to work with options on bash scripts via the shopt command

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paper-summary sequence-learning attention transformer-architecture

Paper Summary: Attention is All you Need

27 Jun 2020   Summary of the 2017 article "Attention is All you Need" by Vaswani et al.

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apache-24 caching

Apache Browser Caching: Reference and Examples

24 May 2020   Example configurations and reference for setting up browser-side caching for files served by Apache 2.4.

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permissions filesystem

Setfacl Examples: Give Users and Groups Access to Files and Directories

23 May 2020   Examples on how to use the setfacl util to set permissions for specific users and groups to access files and directories on unix-based systems.

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