- how LLM works - use cases of Gen AI - how attention mechanism works for transformer - what are the steps need to take to protect user privacy for building gen AI applications - how you'll handle large data in python - how to make memory efficient python codes - how to write scalable python code - how to troubleshoot ML pipeline in production - calculate standard deviations from an numpy array (coding)