GenAI in Production - Challenges and Trends - Lecture 224
Offered By: MLOps.community via YouTube
Course Description
Overview
Syllabus
[] AI Quality Conference
[] Verena's preferred coffee
[] Takeaways
[] Ski Person of Influence
[] Verena's background in the last 5-10 years
[] Tech Evolution: Rapid Transformation
[] Working at Amazon and key challenges
[] Research-inspired suggestions
[] AI Updates Impact Workflows
[] Alexa Query Distribution Analysis
[] Innovative Solutions for Alexa
[] Robust T5 Data Prompting
[] Audio Data Quality Challenges
[28:21-] Zilliz ad
[] Alexa data transcription and data cleaning
[] Considering needs, costs, and complexity
[] ChatGPt is not ideal for classification
[] Comparison of model building using TF, IDF
[] Struggle to boost diversity in conference speakers
[] Creating safe environments helps underrepresented individuals participate
[] Wrap up
Taught by
MLOps.community
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