2008, Experimentation, Interactive and Predictive Modeling

Defining data science in 2018

Data Science and Beyond

JULY 22, 2018

Kaggle was only about predictive modelling competitions back then, and so I believed that data science is about using machine learning to build models and deploy them as part of various applications. No one is born an expert – expertise is gained by learning from and interacting with the world.

Data Science

Data Science Machine Learning Statistics Predictive Modeling

Deep Learning Illustrated: Building Natural Language Processing Models

Domino Data Lab

AUGUST 22, 2019

GloVe and word2vec differ in their underlying methodology: word2vec uses predictive models, while GloVe is count based. Instead, we recommend using the bokeh library to create a highly interactive—and actionable—plot, as with the code provided in Example 11.11. Interactive bokeh plot of two-dimensional word-vector data.

Deep Learning

Deep Learning Modeling Metrics Testing

Data Leaders Brief

Defining data science in 2018

Deep Learning Illustrated: Building Natural Language Processing Models

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