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.
Read More ›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.
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.
Read More ›Pandas Indexing Examples: Accessing and Setting Values on DataFrames
21 Aug 2019 Some common ways to access rows in a pandas dataframe, includes label-based (loc) and position-based (iloc) accessing.
Read More ›Spark Dataframe Examples: Pivot and Unpivot Data
10 Aug 2019 Pivoting and unpivoting are very commonly-used data transformation operations. Use them when you want to switch from a row-based to a column-based view and vice-versa.
Read More ›Jupyter Notebook Kernels: How to Add, Change, Remove
28 Jul 2019 Add, remove and change Kernels to use with Jupyter notebook
Read More ›paper-summary sequence-learning
Paper Summary: Sequence to Sequence Learning with Neural Networks
14 Jul 2019 Summary of the 2014 article "Sequence to Sequence Learning with Neural Networks" by Sutskever et al.
Paper Summary: A New Probabilistic Model for Title Generation
30 Jun 2019 Summary of the 2002 article "A New Probabilistic Model for Title Generation" by Jin and Hauptmann.
Paper Summary: Text Summarization Techniques: A Brief Survey
29 Jun 2019 Summary of the 2017 article "Text Summarization Techniques: A Brief Survey" by Allahyari et al.
Choosing C Hyperparameter for SVM Classifiers: Examples with Scikit-Learn
20 Jun 2019 Analysis of the effect of the C parameter on learning SVM models under a noisy data regime. With examples using the Python Library Scikit-learn.
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