Databricks
Databricks is a platform that uses AI and data analytics to help businesses create, use, and control data science and machine learning models. It is a platform that offers different tools and services for working with data engineering, data science, and machine learning.
Some of the AI-powered tools that are available on Databricks include:
- Databricks ML: Databricks ML is a tool that helps you create, teach, and use machine learning models in a controlled setting. It has different types of machine learning methods and software, along with tools for getting data ready, creating useful features, and checking how well the models work.
- AutoML: Databricks AutoML is a tool that makes machine learning easier. It picks the best algorithms and settings for a problem without needing manual input. You can use it to create and use machine learning models even if you don’t have any previous experience with machine learning.
- Databricks Delta: Databricks Delta is a tool that helps manage data lakes. It makes sure that the data is stored in a consistent and reliable way, and keeps track of changes and relationships between different pieces of data. It helps with handling and studying data in data lakes. It can also be used to create machine learning models using data stored in data lakes.
- Databricks SQL: Databricks SQL is a tool that makes it easy to ask questions and get information from different types of data sources. These sources can include databases, both relational and NoSQL, as well as cloud storage. It also has a feature that allows you to use SQL to make machine learning models.
