Kartavay

@Kartavay

I make things pretty simple...

Shimla,Himachal PradeshJoined July 2024

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I put here the things I am learning related to tech

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Kartavay's blogs

KARTAVAYkartavay.hashnode.dev15 posts

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kartavay.hashnode.dev

Mathematics for Machine Learning #1

In this post, my aim is to spread my understanding of the topics I have learned recently about linear algebra. MATRICES Matrices are very cool. You can think of them as some tiny little object holding information about a system of information, this i...

Jul 4, 20256 min read

kartavay.hashnode.dev

A Tourist's Guide To Machine Learning

In this tutorial, I am going to provide a short introduction to the Machine Learning landscape. This will help people who are new to this field. Let’s get into it. Parts of Machine Learning Machine Learning can be broadly classified into 2 parts: Su...

Jun 11, 20252 min read

kartavay.hashnode.dev

Softmax Activation Function

This is a cool, gentle intro to the Softmax Activation function. Softmax in Machine Learning is used for multi-class classification. Before it, we used logistic regression to classify an example into one of the two classes. But logistic regression wa...

Jun 10, 20253 min read

kartavay.hashnode.dev

Exponentially Weighted Moving Averages in ML

In this post, I am going to pass on my understanding of moving averages. I just learned it today, so there are possibilities of errors. So, this is the basic formula of moving averages, but it does not look like an average. If you know the formula fo...

Jun 9, 20253 min read

kartavay.hashnode.dev

A Simple Intro To Recommender Systems

In this short article, I will just try to pass on my understanding of Recommender Systems. This is going to be a very basic one. Intro Recommender systems are used in many scenarios these days, from books that you read to the movies that you watch un...

Jun 6, 20256 min read

Kartavay

About

Available for

Kartavay's blogs

Recently published

Mathematics for Machine Learning #1

A Tourist's Guide To Machine Learning

Softmax Activation Function

Exponentially Weighted Moving Averages in ML

A Simple Intro To Recommender Systems

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Kartavay

About

Available for

Kartavay's blogs

Recently published

Mathematics for Machine Learning #1

A Tourist's Guide To Machine Learning

Softmax Activation Function

Exponentially Weighted Moving Averages in ML

A Simple Intro To Recommender Systems