What fallback methods are there in case of no internet and weak device?
Senior
201
Machine Learning / AI
3597
0
What are multi-armed bandits and where are they used instead of A/B tests?
Middle — Senior
194
What is redaction and tokenization of PII in datasets?
192
What is OSM and how to extract labels from it?
171
What is knowledge graph embedding (TransE, DistMult, ComplEx, RotatE)?
Senior
167
What are the features of deploying models on edge (memory, latency, batch=1)?
163
What string recognition models are there (CRNN, TrOCR)?
Middle — Senior
161
What data tests did you write in production?
Middle — Senior
153
What is a priori and a posteriori distribution?
Senior
153
What is divergence from randomness models?
Senior
152
What is over-smoothing in deep GNNs and how to combat it?
Middle — Senior
152
What features are there in training on multiple nodes (NIC, latency, jitter)?
Senior
148
What is Jelinek-Mercer smoothing?
Senior
146
What is ML for genetic data (variant calling)?
Senior
144