Tag: AI

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What Computational Linguistic Is About

To this point, humanity has a huge amount of data that can be used to automate many repeatable tasks, thus allowing us, humans to switch to more interesting work. One approach to take advantage of large amounts of data – which has become very popular recently – is based on using machine learning algorithms. This is when a machine is…...

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Parsing Intents and Their Targets into SQL Queries with spaCy: Part 2

In the previous article of this series, you learned that spaCy allows you to train its parser to be specific to your domain, which can be useful if you, for example, are developing a conversational application. In the example given in the article, you were guided through the steps of preparing training examples for the parser and then training the…...

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Parsing Intents and Their Targets into SQL Queries with spaCy: Part 1

People use natural languages to communicate with each other. To efficiently interact with a machine, good knowledge of programming languages is required. Natural Language Processing (NLP) is here to enable human-machine communications through natural languages. This is however, a very general notion of what NLP is. Intuitively, it may seem that an NLP-enabled application understands human speech natively, like a…...

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Converting Raw Text into SQL Data with spaCy

As the title suggests, this article covers how raw text can be converted into structured data. Before going any further, a word on the terminology used here is needed. In simple terms, raw text can be thought of as a set of tokens grouped into sentences, carrying information expressed in a natural language such as English. Put simply, raw text…...

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Editorials

GDPR: Don’t forget the AI

We’ve been working down through different systems and infrastructure and working on the different components to GDPR and having systems support what’s needed there.  While it’s comprehensive in its stated goals (GDPR), it’s also quite broad and loose in defining how to get there from here.  This has led to some interesting meetings and review sessions while people work to […]

Editorials

Chain of Ownership, Data, and AI

Interesting points about the whole artificial intelligence thought process.  It’s come up before that assuring the chain of ownership and who did what to information is critical when it comes to the trust of information.  If you don’t know how numbers were derived, or who modified them since they were calculated, how can you trust them? I’ve felt this uneasiness […]