Introduction
This is May from the GLB Division Lakehouse Department.
Based on the reports of members participating in the local Data + AI SUMMIT 2023 (DAIS), the Databricks Marketplace Share "Databricks Marketplace: Going Beyond Data and Applications". This session provided an introduction to the Databricks Marketplace and why data marketplaces are important in the modern data age. The target audience is engineers interested in data & AI, business people interested in data marketplaces, and business owners interested in commercializing data products.
What is the Databricks Marketplace?
Databricks Marketplace is an open marketplace for commercializing assets such as datasets, notebooks, solutions, applications and AI models. The marketplace is open to all customers, not just Databricks customers, and offers an opportunity for data providers to explore the world of generative AI and deliver innovative solutions to their customers.
Features of the Databricks Marketplace
Databricks Marketplace has the following features:
- Datasets: With datasets from various industries and fields, users can easily find data that meets their needs.
- Notebooks: Delivered in Databricks' unique notebook format, notebooks streamline the process of data analysis and machine learning, making them easy to share and reuse.
- Solutions: Databricks Marketplace offers various solutions related to data analysis and machine learning, and users can choose the solution that best suits their challenges.
- Applications: The Databricks Marketplace offers applications powered by data analytics and machine learning that users can use to power their businesses.
- AI Models: Databricks Marketplace provides various AI models that users can use to streamline their data analysis and machine learning projects.
Opportunity to explore the world of generative AI
The Databricks Marketplace offers data providers an opportunity to explore the world of generative AI. Generative AI is an AI technology that generates new knowledge and information from data, enabling data providers to provide innovative solutions to their customers.
Data availability and security: Efficient data access and secure sharing with Databricks Marketplace
Data can be accessed easily and efficiently, and can be securely shared between data providers and data consumers using delta sharing. The marketplace plans to add an open sharing feature that will allow data to be accessed on clients that support delta sharing.
Efficient data access
Databricks Marketplace is a platform for easy and efficient access to data. Data can be shared securely between data providers and data consumers. This makes data acquisition and analysis easier, improving business and research efficiency.
Secure data sharing with delta sharing
Delta sharing is a technique for sharing data between data providers and data consumers while ensuring data security. Delta sharing enables access control and versioning of data. It also maintains data consistency, which improves data reliability.
Addition of open sharing function
Databricks Marketplace plans to add an open sharing feature that will allow data to be accessed on clients that support delta sharing. This facilitates data access from various data sources and expands the scope of data utilization.
Summary
The Databricks Marketplace is an open marketplace for commercializing assets such as datasets, notebooks, solutions, applications and AI models, providing an opportunity for data providers to explore the world of generative AI. By leveraging this marketplace, data providers will be able to offer innovative solutions to their customers and stay competitive in the data age. And with a platform that focuses on data usage and security, you can unlock the full value of your data in the modern data age.
Conclusion
This content based on reports from members on site participating in DAIS sessions. During the DAIS period, articles related to the sessions will be posted on the special site below, so please take a look.
Translated by Johann
Thank you for your continued support!
