Nick Ward·Mar 10Model Complexity: Measuring flexibilityModel complexity is all about flexibility and constraints. Imagine doing yoga with a sore arm. You might be prepared for lots of twisting…
Aishik·Jan 12Degrees of Freedom and the geometry of statistics“From [Grothendieck] and his example, I have also learned not to take glory in the difficulty of a proof: difficulty means we have not…
Leandre Sabourin·Dec 26, 2025Degrees of Freedom in Statistics“This article is part of a series of articles on foundational concepts in statistics. You can find all the other articles here…
VectorWorks Academy·Oct 10, 2025Understanding Degrees of Freedom: A Simple Guide for the Curious AnalystIn statistics, few concepts sound more mysterious yet appear more often than degrees of freedom. Whether you’re calculating a standard…
Behrang Mehrparvar·Sep 28, 2025Potentia Field and an Introduction to the Amusement of FreedomImagine you are in an amusement park. A vast crowd surrounds you. You keep moving forward, glancing around. A roller coaster rises ahead, a…
Vishal Gimhan·Mar 26, 2025Understanding the Chi-Square Distribution: A Beginner’s Guide #DS12Imagine you own a candy store and want to find out if your customers have specific preferences for certain candy flavors, or if their…
InTowards Explainable AIbySandipan Paul·Mar 4, 2025EDA from Basics to Advance Chapter 1In First Chapter, we will explore important concepts like Hypothesis Space, which is like a set of possible solutions a model can choose…A response icon1A response icon1
Azadi Bogolubov·Sep 1, 2024Thoughts on the state of Software Engineering in 2024Today, I had an individual reach out for some coaching, and as in usual form, I make sure that the knowledge I share becomes readily…
