The Citadel of Ricks: the Pareto Distribution effect on Inequality
Author(s): Michelangiolo Mazzeschi Why does the citadel of Ricks show great signs of inequality? Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Derivatives: A Computational Approach — Part two
Author(s): Andrei Gasparovici An introduction to automatic differentiation Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Derivatives: A Computational Approach — Part one
Author(s): Andrei Gasparovici The derivative is arguably the most useful mathematical instrument for studying the behavior of a function. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Fermat’s Last Theorem
Author(s): Marco Tavora Ph.D. A Simple Proof of a Special Case Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Logistic Regression with Mathematics
Author(s): Gul Ershad Machine Learning, Mathematics Introduction Logistic Regression is an omnipresent and extensively used algorithm for classification. It is a classification model, very easy to use and its performance is superlative in linearly separable class. This is based on the probability …
The Geometric Median
Author(s): Andrei Gasparovici Applying optimization to a geometry problem Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
The Real Reason to Study Mathematics
Author(s): Michelangiolo Mazzeschi I am a practical person, let me give you my answer Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Machine Learning Standardization (Z-Score Normalization) with Mathematics
Author(s): Saniya Parveez Introduction In Machine Learning, feature scaling is very important and a dime a dozen because it makes sure that the features of the data-set are measured on the same scale. The concept of feature scaling has come to the …
The Fundamental Theorem of Algebra
Author(s): Marco Tavora Ph.D. Using Complex Numbers to Prove That All Polynomial Functions Have Roots Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Using Mathematical Modeling to Simulate an Epidemic
Author(s): Andrei Gasparovici Exploring and visualizing the SIR model Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Supporting the Math Behind Supporting Vector Machines!
Author(s): Daksh Trehan A quick tour to SVM constituting mathematical & theoretical explanation along with from the scratch implementation. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Polynomial Interpolation
Author(s): Andrei Gasparovici A lesson in numerical analysis Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
What is the Lebesgue integral?
Author(s): Andrei Gasparovici A visual introduction Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
A Tour of Conditional Random Field
Author(s): Kapil Jayesh Pathak In this article, we’ll explore and go deeper into the Conditional Random Field (CRF). Conditional Random Field is a probabilistic graphical model that has a wide range of applications such as gene prediction, parts of image recognition, etc. …
What is Measure Theory?
Author(s): Andrei Gasparovici An introduction and key concepts Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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