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Inside the Databricks Group, there’s a technical weblog the place group members share finest practices, tutorials and insights on knowledge analytics, knowledge engineering and machine studying. Should you aren’t already a member of the Databricks Group, test it out.
This month, we’re highlighting just a few current technical blogs that provide tips about constructing AI apps, prompting fashions, and monitoring shifts in knowledge distribution.
Eight Weeks, Two Builders, One Manufacturing AI Convention Assistant
How the Databricks staff constructed an AI assistant for the current Information + AI Summit to assist attendees with solutions to questions on classes, exhibitors, and normal convention info.
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, corresponding to Llama 3.
MLOps – Novices Information to Monitoring
In relation to sustaining mannequin efficiency, your focus ought to be on monitoring each enter and output knowledge. Discover ways to arrange monitoring, which attributes to watch and the way to answer detected failures.
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