#machine-learning

Articles tagged with #machine-learning

Mathematics for Machine Learning #1
Just sharing some learnings
Jul 4, 20256 min read60
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 read9
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
Titanic Project!!
This article guides absolute beginners on how to submit their first machine learning project on Kaggle. Generally, most people choose the Titanic project as their first one, which gives them a decent understanding of the basics of machine learning. T...
Mar 1, 20258 min read9