Few reasons why Databricks platform shines here.
1) Not limited by just udfs - Extensions to improve performance, including GPU acceleration in XGBoost, distributed deep learning using HorovodRunner.
2.) End to end MLOps solution - including Feature store, Model registry & Model Serving
3.) Open approach with https://www.mlflow.org/
4.) Glass box (not blackbox) model for AutoML
Few reasons why Databricks platform shines here.
1) Not limited by just udfs - Extensions to improve performance, including GPU acceleration in XGBoost, distributed deep learning using HorovodRunner.
2.) End to end MLOps solution - including Feature store, Model registry & Model Serving
3.) Open approach with https://www.mlflow.org/
4.) Glass box (not blackbox) model for AutoML