Understanding Databricks Machine Learning Workspace - 1Databricks Machine Learning helps you simplify and standardize your ML development proce...

Priyag1 — Sat, 06 May 2023 06:23:19 GMT

***Understanding Databricks Machine Learning Workspace - 1***

Databricks Machine Learning helps you simplify and standardize your ML development processes. It is helpful to :

Train models either manually or with AutoML.
Track training parameters and model performance using experiments with MLflow tracking.
Share, manage, and serve models using Model Registry and Databricks Model Serving.
Use the Databricks Feature Store to develop and share features, track upstream and downstream feature lineage, and serve feature values online.
Data exploration, management, and governance.
Cluster creation and management.
Collaborative notebooks.
Library and environment management.
Code management with Databricks Repos.
Automation support including Delta Live Tables, Databricks Jobs, and APIs.

Re: Understanding Databricks Machine Learning Workspace - 1Databricks Machine Learning helps you simplify and standardize your ML development proce...

samhita — Sat, 06 May 2023 07:06:52 GMT

good initiative