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talk Friday, October 18, 2024 4:30 PM – 5:15 PM· Tech SEO Connect 2024
How to Incorporate Machine Learning Into Your SEO Day-to-Day
Raleigh, North Carolina
Speaker
Lazarina Stoy
Founder, MLOpsSEO
Founder of MLOpsSEO. Practical machine learning for daily SEO work — entity recognition, fuzzy matching, content moderation, and why ChatGPT loses to fine-tuned models on precision tasks.
Abstract
Practical ML for SEOs: text classification, keyword clustering, fuzzy matching, content moderation, transcription. Why fine-tuned models beat ChatGPT on precision tasks.
Suggested takeaways
- →Supervised (regression/classification) for consistency — unsupervised (clustering) for exploration
- →Google NLP API > ChatGPT for entity extraction + classification (precision scores)
- →BERTopic > LDA for big-site topic clustering
- →Don't aim for perfection — aim for automation + human oversight
My notes
From
Tech SEO Connect 2024 · How to Incorporate Machine Learning Into Your SEO Day-to-Day
Friday, October 18, 2024 · Lazarina Stoy
Notes coming soon
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