paper-summary

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.

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paper-summary surveys

Paper Summary: Text Summarization Techniques: A Brief Survey

28 Jun 2019   Summary of the 2017 article "Text Summarization Techniques: A Brief Survey" by Allahyari et al.

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scikit-learn svm

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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machine-learning-engineering

Michelangelo Palette Overview

08 Jun 2019   Overview of Palette, the feature store system that is part of Uber's Michelangelo Mahcine Learning Platform. Based off the talk given at qcon.ai.

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paper-summary embeddings surveys

Paper Summary: From Word to Sense Embeddings: A Survey on Vector Representations of Meaning

02 Jun 2019   Summary of the 2018 article "From Word to Sense Embeddings: A Survey on Vector Representations of Meaning" by Camacho-Collados and Pilehvar.

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pandas

Pandas Dataframe Examples: String Functions

01 Jun 2019   Pandas exposes a series of string methods that you can use on Series that contain string objects. These are useful for filtering dataframes among other uses.

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paper-summary

Paper Summary: DTATG: An Automatic Title Generator Based on Dependency Trees

30 May 2019   Summary of the 2017 article "DTATG: An Automatic Title Generator Based on Dependency Trees" by Shao and Wang.

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paper-summary machine-learning-engineering distributed-computing

Paper Summary: Scaling Distributed Machine Learning with the Parameter Server

25 May 2019   Summary of the 2014 article "Scaling Distributed Machine Learning with the Parameter Server" by Li et al.

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engineering

Traits of the Senior Developer

03 May 2019   Are you a senior software developer?

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pandas

Pandas Examples: Creating and Initializing DataFrames

25 Mar 2019   Examples on how to initialize dataframes.

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