In this session I will introduce Bighead – Airbnb’s end-to-end machine learning framework. I will explain how bighead unifies feature engineering, model training, model serving and monitoring with the best machine learning practices.
- A concise overview of an industry-standard machine learning workflow.
- Explore problems related to – feature engineering, model training, serving and monitoring.
- Explain how Bighead empowers data scientists are Airbnb to take ideas to production with the best machine learning practices – in a span of days instead of months.