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Neela Kulkarni

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Neela Kulkarni

3

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Solutions Architect AWS

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Best practice for leveraging Amazon Analytic Services + dbt

As organizations increasingly adopt modern data stacks, the combination of dbt and AWS Analytics services emerged as a powerful pairing for analytics engineering at scale. This session will explore proven strategies and hard-learned lessons for optimizing this technology stack to use dbt-athena, dbt-redshift, and dbt-glue to deliver reliable, performant data transformations. We will also cover case studies, best practices, and modern lakehouse scenarios with Apache Iceberg and Amazon S3 Tables.

Embracing AI using dbt MCP Server, Kiro & Amazon Bedrock AgentCore

See how AI is shaping developer tools for the next generation. AWS Kiro provides a powerful general purpose IDE great for a wide variety of programming languages and tasks. Pairing Kiro with the dbt MCP Server makes this even more powerful by providing access to dbt specific functionality, context and agents. In addition to this, interact with an external agent deployed in Amazon Bedrock AgentCore.

Coalesce 2024: Generative AI driven near-real-time operational analytics with zero-ETL and dbt Cloud

AWS offers the most scalable, highest performing data services to keep up with the growing volume and velocity of data to help organizations to be data-driven in real-time. AWS helps customers unify diverse data sources by investing in a zero ETL future and enable end-to-end data governance so your teams are free to move faster with data. Data teams running dbt Cloud are able to deploy analytics code, following software engineering best practices such as modularity, continuous integration and continuous deployment (CI/CD), and embedded documentation. In this session, we will dive deeper into how to get near real-time insight on petabytes of transaction data using Amazon Aurora zero-ETL integration with Amazon Redshift and dbt Cloud for your Generative AI workloads.

Speakers: Neela Kulkarni Solutions Architect AWS

Neeraja Rentachintala Director, Product Management Amazon

Read the blog to learn about the latest dbt Cloud features announced at Coalesce, designed to help organizations embrace analytics best practices at scale https://www.getdbt.com/blog/coalesce-2024-product-announcements