Recommendation systems are so successful in many products and services we interact with every day. Like 40% of app installs on Google Play and 60% of watch time on YouTube comes from recommendations. Not even to mention the well-known TikTok’s recommendation system.

GitHub is home to over 28 million developers working together to host and review code, manage projects, and build software together.

Click prediction may be a simple binary classification problem, but it requires a robust system architecture to function in production at scale. At AdRoll, we leverage the AWS ecosystem along with a suite of third party tools to build the predictors that power our pricing engine, BidIQ.

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Patrick Winston is one of the greatest teachers at M.I.T., and for 27 years was Director of the Artificial Intelligence Laboratory (which later became part of CSAIL). Patrick teaches 6.034, the undergraduate introduction to AI at M.I.T. and a recent set of his lectures is available as videos.

Developing an Ontology When we started on this work last year, our first task was to define a vocabulary of sound classes that provided a consistent level of detail over the spectrum of sound events we planned to label.

PHP-ML - Machine Learning library for PHP (github.com)submitted 34 minutes ago by loading...

If you ask 100 people for the definition of “artificial intelligence,” you’ll get at least 100 answers, if not more.