Dictionaries.jl presents an alternative interface for dictionaries in Julia, for improved productivity and performance. During this talk we'll learn how to use Julia's data manipulation tools (such as indexing, broadcasting, map, filter, reduce, etc) with dictionaries and explore some implementation decisions made in this package. We will end with applications, including recent work on tabular data with primary and/or grouping keys.