You could use another format like csv and json, but I avoid using them as parquet (and delta lake) have nice features like a schema, partitioning, metadata.

Instead of directly reading iot Hub, you could first land the data from iot Hub into a data lake or blob storage (I think using a storage endpoint, not sure). And then afterwards read this data with databricks and process it.