Question 9 of 10Pro Only
Describe the key architectural decisions when building a multi-modal ML system that processes text, images, and structured data together. What are the main challenges and how do you address them?
Sample answer preview
Multi-modal systems present unique architectural challenges that require careful design across several dimensions. The first major decision is the fusion strategy. Early fusion combines raw inputs before processing, which allows learning joint representations from scratch but…
multi-modalearly fusionlate fusioncross-attentionrepresentation alignmentmodality dropout