Mathematics for Machine Learning #1
Just sharing some learnings
KARTAVAY
Latest articles
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...
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...
Linear Regression and Gradient Descent
Linear Regression is one of the most common machine learning algorithms. It is especially used in regression problems in machine learning. This article will help you deduce the depths of this algorithm and will make your understanding of it clearer. ...
Lists in Python!!!
Python is a very interesting language. It is used everywhere today. This article explores how the lists in python and how you can get more out of them. It will make you confident in lists What is a LIST? In python list is a data structure that is use...
Diving into the mathematical aspects of R2, RMSE and MSE
In this article, I will be able to bestow you with my mathematical intuition on the topics mentioned above. After reading this you will be able to get more intuition of what these things are and how to make sense of them. All of these things mentione...
Build your first ML model with this guide
When I was starting out in this field I used to think that it would take me a very long time to build my first ML model but it turns out that is not actually true. In this guide, I will tell you how you can build your simple ML model from scratch wit...