1. BERT Model Application
Discuss how the BERT model is trained, its preprocessing steps, the BPE/tokenization algorithm, and the Transformer module. Also, explain how to apply the BERT model in fine-tuned tasks.
2. Discuss your previous projects and experience.
Can you discuss your previous projects and what you have learned from those experiences?
3. Machine Learning System Design Interview
In the machine learning system design interview, the focus is on how to address certain corner cases. Can you discuss your approach to identifying and solving corner cases in machine learning systems?
4. Machine Learning Coding Interview
In the machine learning coding interview, you are asked to manually code a transformer. Please explain how you would approach this task, including any specific algorithms or data structures you would use.
