vim

Vim Examples: Search and Replace

23 May 2018   Examples on how to search and replace text on Vim; simple exmaples, using regexes, etc.

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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.

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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.

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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.

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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.

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pandas

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.

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machine-learning data-science

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.

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jupyter python

Visualization Options for Jupyter Notebooks

14 Apr 2018   Use pandas, numpy and matplotlib options for enhancing visualization in Jupyter notebooks.

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dlt jvm

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).

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python

Python Dict Examples

31 Mar 2018   Examples of common dict operations.

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