Domino Data Lab

SEPTEMBER 18, 2019

This post covers data exploration using machine learning and interactive plotting. Models are at the heart of data science. Data exploration is vital to model development and is particularly important at the start of any data science project. Interactive Data Visualization in Python. Introduction. fill=True,).:

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Visualization Interactive Machine Learning Data Science 99

Domino Data Lab

JULY 9, 2019

Diving into examples of building and deploying ML models at The New York Times including the descriptive topic modeling-oriented Readerscope (audience insights engine), a prediction model regarding who was likely to subscribe/cancel their subscription, as well as prescriptive example via recommendations of highly curated editorial content.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Domino Data Lab

AUGUST 22, 2019

Later on in this chapter, we’ll use a corpus of film reviews that was curated by Andrew Maas and his colleagues at Stanford University to predict the sentiment of the reviews with NLP models. GloVe and word2vec differ in their underlying methodology: word2vec uses predictive models, while GloVe is count based. Example 11.9

Deep Learning 111

Deep Learning Modeling Metrics Testing 111