Apache Submarine
Cloud Native Machine Learning Platform
![Data Preprocessing](https://cdn.statically.io/img/submarine.apache.org/img/spark-flink.png)
Data Preprocessing
Submarine supports data processing and algorithm development using spark & python through notebook
![Machine Learning](https://cdn.statically.io/img/submarine.apache.org/img/tf-pytorch.png)
Machine Learning
Submarine supports multiple machine learning frameworks for model training.
![Infrastructure](https://cdn.statically.io/img/submarine.apache.org/img/yarn-k8s.png)
Infrastructure
Submarine supports Yarn, Kubernetes, Docker with Resource Scheduling.