New platforms and technologies have since emerged that allow basically anyone to build up an online store and nowadays it is more about knowing the customers than setting up the webshop. Back then you needed to build the whole online shop yourself starting from setting up the servers because the cloud did not exist. Ville starts by comparing Machine Learning Infrastructure to an online store and how building one was truly a technical problem twenty years ago. From a scattered toolset to a coherent machine learning platform The full talk is 49 minutes long and you can watch it in its entirety on YouTube. If you haven’t seen the talk yet, read the summary of his talk here! All the pictures used here, are from Ville's presentation. Ville Tuulos, machine learning infrastructure architect, was the first to publicly dissect Netflix’s Machine Learning infrastructure at QCon in November 2018 in San Francisco. Machine Learning Infrastructure Lessons from Netflix Fredrik Rönnlund
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