How to Solve Problems with Text Embeddings and ML (Dallas AI - Summer School 2025)

🤝 Want your team maximizing Claude? I run 1:1 and team AI workshops for companies doing $1M+ per year: https://aibuilder.academy/yt/bNmC_N4X1lk My session on solving problems with embeddings and ML from Dallas AI's 2025 Summer School. Here, I explain text embeddings and then use them to do an ideal customer avatar (ICA) analysis for my AI Builders Cohort. 💻 Code: https://github.com/ShawhinT/ica-analysis-dallasai References [1] https://youtu.be/sNa_uiqSlJo Intro - 0:00 The Problem with Text - 0:45 Text Embeddings - 1:27 LLMs vs Embeddings - 2:15 Example: Ideal Customer Avatar Analysis - 4:32 Results and Next Steps- 11:03 Q&A - 12:32