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Big data is dead, analytics is alive (Practical AI #292)
Oct 24, 2024
Till Döhmen, a member of MotherDuck who helped develop DuckDB, joins Kurt Mackey, co-founder of Fly.io, to discuss the future of analytics. They highlight the shift from big data to innovative solutions like DuckDB, capable of lightning-fast queries right on your laptop. The conversation includes AI's role in analytics with features such as text-to-SQL and vector search. They also explore how DuckDB enhances workflows for developers and integrates seamlessly with various data sources, making it a game-changer in the data landscape.
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Quick takeaways
- DuckDB revolutionizes analytics by allowing lightning-fast, local data queries, eliminating latency from conventional cloud-based frameworks.
- The integration of AI into analytics, such as AI-assisted SQL writing, enhances efficiency and user-friendliness for data analysts.
Deep dives
Challenges of Public Cloud Hosting
Public cloud hosting is often criticized for its complexity and inefficiency, particularly when deploying applications. Many developers find that setting up relatively simple applications, like a recipe generator, on platforms such as AWS can be unnecessarily complicated and time-consuming. The perspective shared indicates that public clouds cater more to platform teams rather than individual developers, adding layers of complexity that do not enhance productivity. This highlights a need for more developer-centric solutions that streamline the deployment process and minimize the effort required to launch applications.
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