@sean_murphy I have the same question. It will be great if someone can share a basic use case where we can use this ML.

@sean_murphy Thoughts. Uber could be using this in many different ways. One area where this comes in handy is route optimization. For example all the drivers are busy and you request a ride, the system has to find someone who is dropping someone off close to your location and send him the request. There might be many Uber drivers in that area but calculating all the variables and making sure the right driver is selected is a challenging thing. Another area where this could be useful is calculating prices. Uber should estimate fares based on a number of variables like distance, traffic, etc. For Airbnb the most important use case could be recommendations. ML-based recommendation can learn from your users and what they select, share and rent.