Closed emilieschario closed 1 month ago
Integrating LLMs into Data Pipelines:
How have you integrated LLMs into your existing data pipelines? Can you share specific techniques or tools you’ve used to streamline this integration?
Data Preprocessing and Feature Engineering:
What preprocessing steps or feature engineering techniques have you found most effective when preparing data for use with LLMs? How do you handle large datasets to ensure efficient processing?
Improving Model Performance:
What strategies have you employed to improve the performance and accuracy of LLMs in your projects? Are there any specific tuning or optimization methods that have worked particularly well for you?
Handling Unstructured Data:
How do you leverage LLMs to analyze and extract insights from unstructured data (e.g., text, social media posts, logs)? Can you provide examples of how this has added value to your data analysis efforts?
Real-Time Data Analysis:
Have you implemented LLMs for real-time data analysis or streaming applications? If so, what challenges did you face, and how did you address them to ensure low latency and high reliability?
@caitlinmoorman jumped in for me. Going to close this.
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Messaging: :wave: Hey y’all, I’m very excited to have our panel on Thursday. Here is the quick overview: