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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Declarative Machine Learning

#artificialintelligenceApr-11-2016, 05:05:33 GMT

SQL is referred to as a declarative language as opposed to an imperative language like the 3GL's. You give it a high-level goal, and it figures out which machine learning algorithm to use, and tunes the hyperparameters for you. Are there other declarative machine learning systems out there? Their purpose is to allow non-Spark developers to write machine learning programs in languages they are comfortable in (like Python), yet be able to compile down to Spark Scala when the time comes to deploy to production.

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Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

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