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I work for one of the tier 1 automotive suppliers mentioned, and the author couldn't be more wrong about data. We have exceedingly large data sets -- equating
by w_t_payne 11y ago
I work for one of the tier 1 automotive suppliers mentioned, and the author couldn't be more wrong about data.
We have exceedingly large data sets -- equating to millions of km of driving from locations all around the globe -- and we use that data in a very disciplined and very effective manner.
(My particular area of interest is in the use of off-line machine learning algorithms to analyse and optimise the algorithms that go onto the vehicle as embedded software).
- phoboslab 11y agoSo where's the data from?
- w_t_payne 11y agoWe buy lots of cars, equip them with lots of different sensors, design and manufacture data recording systems to fit in them, organize configuration-management systems to manage and track changes to these test platforms, then drive them around collecting data, driven by the requirements that are placed upon our algorithms and systems, then analyse the data using both automated and manual methods. It is a time-consuming and capital intensive endeavour, no doubt about it.