Machine Learning

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Regression vs. Classification in Machine Learning for Beginners

9 months ago5 months ago021 mins

Our machines are getting more intelligent and more capable of independent tasks, and they owe it to the rapidly growing fields of Artificial Intelligence and Machine Learning. However, both areas are incredibly complex and take time and effort to understand better. This article explores Regression vs. Classification in Machine Learning, including the definitions, types, differences, and use cases. The foremost…

Understanding Linear Algebra Concepts

11 months ago5 months ago06 mins

Definition 1. A vector in a vector space $V$ over a field $F$ is a set of elements of $V$ that is closed under addition and scalar multiplication. In other words, if $u$ and $v$ are vectors in $V$ and $a$ is a scalar in $F$ , then $u + v$ and $a u$ are also vectors in $V$ ….

Understanding Linear Algebra Concepts for Machine Learning

11 months ago4 months ago020 mins

I have been reviewing Linear Algebra concepts to get a better grasp of Machine Learning through a MOOC called “Mathematics for Machine Learning: Linear Algebra” offered by the Imperial College of London on Coursera. This blog post aims to summarize some of the basic concepts in Linear Algebra. Vectors What are vectors? Geometric representation of a vector…

Revolutionary AI Device Mimics Human Brain With Few-Molecule Computing

11 months ago5 months ago05 mins

A team from NIMS and the Tokyo University of Science has developed a novel AI device that surpasses traditional models in predicting diabetic blood glucose levels by utilizing few-molecule reservoir computing and molecular vibrations, heralding new possibilities for compact and energy-efficient AI technologies. Progress in developing compact AI devices using molecular vibrations and confirming their…