datascience

Fourier Transformation for a Data Scientist

The article contains a brief intro into Fourier transformation mathematically and its applications in AI. Credits: Shutterstock Introduction The Fourier Transform is one of...
Nagesh Singh Chauhan
6 min read

Audio Data Analysis Using Deep Learning with Python (Part…

If you are an absolute beginner to audio data analysis, you should read Part 1 of this series first. Once you are comfortable with...
Nagesh Singh Chauhan
6 min read

Audio Data Analysis Using Deep Learning with Python (Part…

A brief introduction to audio data processing and genre classification using Neural Networks and python. Introduction While much of the literature and buzz on...
Nagesh Singh Chauhan
10 min read

Coronavirus COVID-19 Genome Analysis

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...
Nagesh Singh Chauhan
6 min read

Model Evaluation Metrics in Machine Learning

A detailed explanation of model evaluation metrics to evaluate a classification machine learning model. Predictive models have become a trusted advisor to many businesses...
Nagesh Singh Chauhan
11 min read

Naïve Bayes Algorithm — Everything you need to know

Introduction The simplest solutions are usually the most powerful ones, and Naïve Bayes is a good example of that. Despite the advances in Machine...
Nagesh Singh Chauhan
5 min read

Optimization Algorithms in Neural Networks

Overview of some of the most used optimizers while training a neural network. Introduction In deep learning, we have the concept of loss, which...
Nagesh Singh Chauhan
10 min read

Beginners Guide to Statistics in Data Science

Introduction Statistics is a discipline of mathematics that is globally agreed to be a prerequisite for a more profound understanding of machine learning. Although...
Nagesh Singh Chauhan
6 min read

Live Session: Natural Language Processing 101

Speaker – Dipanjan Sarkar|Schedule – 25th June at 8:00 PM IST or 4:30 PM CET (please locate in your timezone here) | Duration – 1-1.5 hrs Register Now Natural...
DPhi
1 min read

A beginner’s guide to Linear Regression in Python with…

There are two types of supervised machine learning algorithms: Regression and classification. The former predicts continuous value outputs while the latter predicts discrete outputs....
Nagesh Singh Chauhan
9 min read

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