#ai

Articles tagged with #ai

Mathematics for Machine Learning #1
Just sharing some learnings
Jul 4, 20256 min read60
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 read3
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 read5
A Simple Intro To Recommender Systems
A simple mathematical way of working with recommender systems
Jun 6, 20256 min read7
Building a simple Neural Network
In this article I dive deep into how you can build your own neural network. This article is meant for beginners who like to dive deeper into the stuff they are currently learning. I have taken Linear Algebra course by Andrew Ng, and building a simple...
Mar 14, 20254 min read11