Remove 2008 Remove Experimentation Remove Machine Learning Remove Predictive Modeling
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Defining data science in 2018

Data Science and Beyond

It’s not all about machine learning. 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. But what does it mean? What do I actually do here?

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Deep Learning Illustrated: Building Natural Language Processing Models

Domino Data Lab

With the SG architecture, context words are predicted given the target word. 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.] Natural Language Processing.] Example 11.9