3. How do you deal with the English text having Hindi words in between?5. What are the different methods to deploy a model into production system?ANSWER:•Before deploying any models into productions, we should consider following points:I.What are my requirements? (i.e. how many requests are you expecting per second,what latency is required…etc)II.How will I evaluate the model’s performance in production? (and how will I collect andstore the additional data from interactions)III.How frequently do I plan on re-training my model?IV. What are the data pre-processing needs?
V.Will the format of the production input data differ drastically from the model trainingdata? Will it come in batches or as a stream?VI.Does the model need to be able to run offline?