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Rosaria Silipo's Blog (4)

The Importance of Community in Data Science

Nobody is an island. Even less so a data scientist. Assembling predictive analytics workflows benefits from help and reviews: on processes and algorithms by data science colleagues; on IT infrastructure to deploy, manage and monitor the AI-based solutions by IT professionals; on dashboards and reporting features to communicate the final results by data visualization experts; as well as on automatization features for workflow execution by system administrators. It really seems that a…

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Added by Rosaria Silipo on July 8, 2019 at 6:00am — No Comments

AI-Generated Rap Songs

I often tell my younger coworkers that the most boring way to start a blog post is, “This post is about …” — unless of course you rap it!

 

Yo!

This post is about generating free text

with a deep learning network

particularly it is aboutBrick X6,

Phey, cabe,

make you feel soom the way (I smoke…

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Added by Rosaria Silipo on April 12, 2019 at 1:43pm — No Comments

Training for Context: The Importance of Word2Vec

We’ve all experienced the great data rush as companies push to use analytics to drive business decisions. After all, the proliferation of data and its intelligent analysis can change entire company trajectories. But to make the quintillions of data created each day truly useful, as well as all that has come before, it must be understandable to an artificial intelligence (AI) system.

 

Dealing with numbers is one thing, but human language is…

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Added by Rosaria Silipo on March 18, 2019 at 7:41am — No Comments

Text Encoding: A Review

The key to perform any text mining operation, such as topic detection or sentiment analysis, is to transform words into numbers, sequences of words into sequences of numbers. Once we have numbers, we are back in the well-known game of data analytics, where machine learning algorithms can help us with classifying and clustering.

We will focus here exactly on that part of the analysis that transforms words…

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Added by Rosaria Silipo on February 11, 2019 at 3:09pm — No Comments

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