This comes up rarely, but is a little esoteric so it is worth noting. You want to update values in one table with a value from another table. Use the following syntax:
UPDATE TableOne
SET ColumnOne = T2.ColumnFromT2
FROM TableOne T1
Join TableTwo T2
On T1.CommonId = T2.CommonId
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