Vim Examples: Search and Replace
23 May 2018 Examples on how to search and replace text on Vim; simple exmaples, using regexes, etc.
Read More ›paper-summary embeddings compositionality
Paper Summary: A Simple but Tough-to-beat Baseline for Sentence Embeddings
13 May 2018 Summary of the 2017 article "A Simple but Tough-to-beat Baseline for Sentence Embeddings" by Arora et al.
paper-summary compositionality embeddings
Paper Summary: Context is Everything: Finding Meaning Statistically in Semantic Spaces
01 May 2018 Summary of the 2018 article "Context is Everything: Finding Meaning Statistically in Semantic Spaces" by Zelikman, where the author introduces CoSal weighting for bag-of-words vectors.
data-science peopleware data-newsletter-5
Podcast Episode Overview: What Machine Learning Engineers need to Know
23 Apr 2018 Overview of a great podcast episode on how much (if at all) we need a new role for data teams, namely Machine Learning Engineers.
matplotlib machine-learning scikit-learn
Data Visualization for Machine Learning: Examples with Scikit-learn and Matplotlib
23 Apr 2018 Examples on how to use matplotlib and Scikit-learn together to visualize the behaviour of machine learning models, conduct exploratory analysis, etc.
Read More ›Joining Data on Pandas: Dataframe Merge Examples
17 Apr 2018 Examples on how to use pandas.merge to do SQL-style joins on pandas dataframes.
Read More ›Introduction to AUC and Calibrated Models with Examples using Scikit-Learn
15 Apr 2018 Inspired by a podcast episode by Linear Digressions, which talks about what AUC is and what it is not and why you need well calibrated models if you want to treat their outputs as probabilities.
Visualization Options for Jupyter Notebooks
14 Apr 2018 Use pandas, numpy and matplotlib options for enhancing visualization in Jupyter notebooks.
Read More ›Corda Framework Overview + Examples
07 Apr 2018 Overview of the main concepts of the Corda framework for building decentralized applications based on Distributed Ledger Technology (DLT).