Data products have always been an instrumental part of Airbnb’s service. However, we have long recognized that it’s costly to make data products. For example, personalized search ranking enables… (more…)

With the development of free, open-source machine learning and artificial intelligence tools like Google’s TensorFlow and sci-kit learn, as wellRead More...

You (and your company) probably don't need machine learning. Most companies just need good data management with good regression modeling.

The business world is full of streams of items that need to be filtered or evaluated: parts on an assembly line, resumés in an application pile, emails in a delivery queue, transactions awaiting processing. Machine learning techniques are increasingly bei... (more…)

Previous instalments of "5 Machine Learning Projects You Can No Longer Overlook" brought to light a number of lesser-known machine learning projects, and included both general purpose and specialized machine learning libraries and deep learning libraries,...