2016, Cost-Benefit, Experimentation and Interactive

Deep Learning Illustrated: Building Natural Language Processing Models

Domino Data Lab

AUGUST 22, 2019

[Note: In more technical machine learning terms, the cost function of the skip-gram architecture is to maximize the log probability of any possible context word from a corpus given the current target word.] A major benefit of fastText. Interactive bokeh plot of two-dimensional word-vector data. Joulin, A., arXiv: 1607.01759.

Deep Learning

Deep Learning Modeling Metrics Testing

When models are everywhere

O'Reilly on Data

MAY 11, 2020

Many of the models you interact with are mediated through screens, and there’s no shortage of news about how many of us spend our lives glued to them. David Foster Wallace had the general structure of the user–product interaction correct. Let’s start by looking at how models impact us. SCREENS, FEEDBACK, AND “THE ENTERTAINMENT”.

Modeling

Modeling Advertising Recreation/Entertainment Metrics

Data Leaders Brief

Deep Learning Illustrated: Building Natural Language Processing Models

When models are everywhere

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