Forecasting uncertainty at Airbnb
Airbnb uses AI and machine learning in many parts of its user-facing business. But it's also advancing the state of AI-powered internal tools. Theresa Johnson details the AI powering Airbnb's next-generation end-to-end metrics forecasting platform, which leverages machine learning, Bayesian inference, TensorFlow, Hadoop, and web technology.
| Talk Title | Forecasting uncertainty at Airbnb |
| Speakers | Theresa Johnson (Airbnb) |
| Conference | Strata Data Conference |
| Conf Tag | Big Data Expo |
| Location | San Francisco, California |
| Date | March 26-28, 2019 |
| URL | Talk Page |
| Slides | |
| Video | Talk Video |
Airbnb uses AI and machine learning in many parts of its user-facing business. But it’s also advancing the state of AI-powered internal tools. Theresa Johnson details the AI powering Airbnb’s next-generation end-to-end metrics forecasting platform, which leverages machine learning, Bayesian inference, TensorFlow, Hadoop, and web technology.
