Machine Learning

3 Jokers for Constructing a Highly effective Semantic Layer

September 24, 2024
roosho

My 3 [+1] jokers with templates for constructing a strong analytical semantic layer

TL;DR:

My 3 simple and one hidden Joker are:

  • Joker #1: Sample-Pushed Repository Construction 🗂️
  • Joker #2: Organized Code 👩🏻‍💻
  • Joker #3: (Non-) Embedded Documentation 📜
  • [🃏 Hidden Joker: Refinement Loop 🃏]
Semantic layer in BI tools with templates
“Easy and Constant. — That is how I might describe to somebody the two most essential dimensions to bear in mind when constructing a semantic layer.” [Photo by Zuzana Ruttkay on Unsplash]

In line with Wikipedia, the time period semantic, which is the research of linguistic that means, examines what that means is.

Or per se — how phrases get their that means and how the that means of a posh expression depends upon its components [1].

Though the time period semantic is straightforwardly defined, I actually needed to dwell for some time on the half “the that means of a posh expression depends upon its components”, as a result of I wished to re-use it to elucidate the semantic layer in analytics.

After rereading it, my clarification goes as follows:

Just like semantics within the linguistic context, the semantic layer in analytics is about making information…