Pandas Dataframes: Apply Examples
26 Sep 2020 Examples on how to use pandas apply, on columns, dataframes, etc, with best practices and warnings about performance.
Read More ›Python: Working with Paths & the Filesystem
26 Sep 2020 Several examples on how to work with paths and files in python, convert from relative to aboslute paths, check if a path points to a valid file, etc.
Read More ›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.
Read More ›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.
Read More ›Bash Examples: String Operations
09 Sep 2020 How to interact with strings on bash scripts.
Read More ›jq: Sorting JSON objects
29 Aug 2020 Just simple examples on how to sort objects with jq
Read More ›Pytest Options: Best Practices and Examples
23 Aug 2020 Examples on how to use pytest to run tests, configure outputs, etc.
Read More ›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.
Read More ›Bash Shopt Examples
05 Jul 2020 Examples and reference on how to work with options on bash scripts via the shopt command
Read More ›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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