Throughout the Databricks Group, there’s a technical weblog the place neighborhood members share finest practices, tutorials and insights on information analytics, information engineering and machine studying. When you aren’t already a member of the Databricks Group, test it out.
This month, we’re highlighting just a few latest technical blogs that provide tips about constructing AI apps, prompting fashions, and monitoring shifts in information distribution.
Eight Weeks, Two Builders, One Manufacturing AI Convention Assistant
How the Databricks group constructed an AI assistant for the latest Knowledge + AI Summit to assist attendees with solutions to questions on periods, exhibitors, and basic convention data.
Basis Fashions API Prompting Information 1: Lifecycle of a Immediate
Prompting instruments and strategies for fashions accessible by way of the Databricks Basis Mannequin API, similar to Llama 3.
MLOps – Novices Information to Monitoring
In the case of sustaining mannequin efficiency, your focus must be on monitoring each enter and output information. Discover ways to arrange monitoring, which attributes to watch and the way to answer detected failures.
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