In this video, you'll see how a company is able to migrate their data to the cloud, onboard and transform new data (data engineering), and then analyze it in conjunction with existing data (data warehouse) to drive business value.

The cloud is a powerful tool for managing heterogeneous workloads, but data is rarely in one place. Cloudera is introducing the first unified experience for Data Engineering and Machine Learning in the cloud running on Kubernetes.

Federated Learning is an algorithmic solution that allows you to build Machine Learning models and keep the data at its source. You can then share those models with servers in the data center and can improve privacy and reduce communication costs.