10 Stories by Nagesh Singh Chauhan
All you need to know about Decision Trees and how to build and optimize Decision Tree Classifier. Credits: https://www.xoriant.com/blog/product-engineering/decision-trees-machine-learning-algorithm.html Introduction Classification is a two-step...
The article contains a brief intro into Fourier transformation mathematically and its applications in AI. Credits: Shutterstock Introduction The Fourier Transform is one of...
If you are an absolute beginner to audio data analysis, you should read Part 1 of this series first. Once you are comfortable with...
A brief introduction to audio data processing and genre classification using Neural Networks and python. Introduction While much of the literature and buzz on...
In this article, we will interpret, analyze the COVID-19 DNA sequence data using Biopython. Credits: https://www.bmbf.de/en/coronavirus-status-of-vaccine-development-11210.html The emerging global infectious COVID-19 coronavirus disease by...
A detailed explanation of model evaluation metrics to evaluate a classification machine learning model. Predictive models have become a trusted advisor to many businesses...
Introduction The simplest solutions are usually the most powerful ones, and Naïve Bayes is a good example of that. Despite the advances in Machine...
Overview of some of the most used optimizers while training a neural network. Introduction In deep learning, we have the concept of loss, which...
Introduction Statistics is a discipline of mathematics that is globally agreed to be a prerequisite for a more profound understanding of machine learning. Although...
There are two types of supervised machine learning algorithms: Regression and classification. The former predicts continuous value outputs while the latter predicts discrete outputs....
