Add new column to the existing table in Delta lake(Gen2 blob storage)

Question

Curious to know, can we add a new column to the existing Delta Lake table stored in the Gen2 blob storage, based on the business use case, i will need to add additional 3 more columns to one of the table in delta lake.

ALTER TABLE doesn't worked for me. 

Any help would be appreciated.