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2 posts tagged with "ML"

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· 4 min read
Lalith Sagar Devagudi


In this blog post, we will demonstrate how to leverage transfer learning in Database using SuperDuperDB, enabling you to efficiently enhance your AI models and streamline your development process.

Transfer learning has become a cornerstone of modern AI development. By utilizing pre-trained models and fine-tuning them for specific tasks, developers can achieve high performance with less data and computation. However, integrating transfer learning with your data stored in MongoDB presents a unique challenge.

· 6 min read
Lalith Sagar Devagudi

Learn how to seamlessly integrate machine learning models with your [Database] using SuperDuperDB to create efficient and scalable image classification systems.

This blog post explores how to integrate machine learning models directly with Databases using SuperDuperDB, streamlining the process and reducing operational overhead.

For this demo, we are using MongoDB as an example. SuperDuperDB also supports other databases, including vector-supported SQL databases like Postgres and non-vector-supported databases like MySQL and DuckDB. Please check the documentation for more information about its functionality and the range of data integrations it supports.