MC 10: Why Fine Tuning, Data Preprocessing and Demo


Details
MC 10: Why Fine-Tuning, Data Preprocessing & Demo
📅 Happening Saturday, Aug 23 | 1:30 PM GST
📌 https://nas.io/artificialintelligence/events/mc09-intro-to-vector-embedding-vector-database-rag
Ready to unlock the real power of AI models? This hands-on masterclass will guide you through when fine-tuning is the best choice (vs. just prompts or RAG), the data you’ll need, and how to prep it like a pro for reliable results.
What’s inside:
✅ How to decide when fine-tuning makes sense (task, data volatility & ROI)
✅ Smart preprocessing: de-duplication, normalization, tokenization & split strategy
✅ Live end-to-end demo: prep a small dataset → apply PEFT/QLoRA → compare before & after performance
You’ll also get a Colab-ready notebook for quick experiments + evaluation metrics you can use right away!
Part of the AI Residency Cohort – New batch kicks off the same day!
Don’t miss this chance to level up your AI skills. Join us now!

MC 10: Why Fine Tuning, Data Preprocessing and Demo