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Audio Data Analysis Using Deep Learning with Python (Part 2)
If you are an absolute beginner to audio data analysis, you should read Part 1 of this series first. Once you are comfortable with the...
Nagesh Singh Chauhan
Nov 20, 20206 min read
Audio Data Analysis Using Deep Learning with Python (Part 1)
A brief introduction to audio data processing and genre classification using Neural Networks and python. Introduction While much of the...
Nagesh Singh Chauhan
Nov 20, 20209 min read
Introduction to Convolutional Neural Networks(CNN)
The article focuses on explaining key components in CNN and its implementation using Keras python library. Credits Have you ever thought...
Nagesh Singh Chauhan
Oct 27, 202010 min read
Generate Realistic Human Face using GAN
The articles contain a brief intro to Generative Adversarial Network(GAN) and how to build a Human Face Generator. Credits “The coolest...
Nagesh Singh Chauhan
Oct 26, 20209 min read
Demystify DNA Sequencing with Machine Learning and Python
we will understand how to interpret a DNA structure and how machine learning algorithms can be used to build a prediction model on DNA data.
Nagesh Singh Chauhan
Oct 26, 202011 min read
Naïve Bayes Algorithm — Everything you need to know
Credits Introduction The simplest solutions are usually the most powerful ones, and Naïve Bayes is a good example of that. Despite the...
Nagesh Singh Chauhan
Oct 26, 20206 min read
Recreating Fingerprints using Convolutional Autoencoders
The article gets you started working with fingerprints using Deep Learning. Credits: https://www.afcea.org/content/will-artificial-intell...
Nagesh Singh Chauhan
Oct 22, 20209 min read
Brain Tumor Detection using Mask R-CNN
“Application of Deep Learning in Radiology” Credits “Radiology is the medical discipline that uses medical imaging to diagnose and treat...
Nagesh Singh Chauhan
Oct 22, 20208 min read
Hyperparameter Optimization for Machine Learning Models
A comprehensive guide to model optimization techniques. Credits: oncebeganover11 Introduction Model optimization is one of the toughest...
Nagesh Singh Chauhan
Oct 20, 20207 min read
Random Forest — A powerful Ensemble Learning algorithm
The article explains the Random Forest algorithm and how to build and optimize a Random Forest classifier. Credits:...
Nagesh Singh Chauhan
Oct 20, 202010 min read
Model Evaluation Metrics in Machine Learning
A detailed explanation of model evaluation metrics to evaluate a classification machine learning model.
Nagesh Singh Chauhan
Oct 20, 202011 min read
Coronavirus COVID-19 Genome Analysis
We will interpret, analyze the COVID-19 DNA sequence data, and try to get as many insights regarding the proteins that made it up.
Nagesh Singh Chauhan
Oct 19, 20206 min read
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