Databricks offers a comprehensive machine learning (ML) platform built on their Data Science & AI platform. Here's a breakdown of some key aspects of Databricks Machine Learning: Complete Control: You maintain ownership of both your models and the data used to train them. This ensures control over sensitive information and intellectual property. Production Quality: Databricks helps deliver accurate, reliable, and well-governed AI applications. This is crucial for real-world deployments where safety and security are paramount. Lower Cost: Databricks offers functionalities to train and deploy your own custom large language models (LLMs) at a significantly lower cost (reportedly 10x lower) compared to other solutions.