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The Inferential Statistics Data Scientists Should Know
The foundations of Data Science and machine learning algorithms are in mathematics and statistics. To be the best Data Scientists you can...

Nagesh Singh Chauhan
Apr 5, 202112 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


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


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


Introduction to Decision Tree Algorithm
All you need to know about Decision Trees and how to build and optimize Decision Tree Classifier. Credits: https://www.xoriant.com/blog/p...

Nagesh Singh Chauhan
Oct 19, 202012 min read


Fourier Transformation for a Data Scientist
The Fourier Transform is one of the deepest insights ever made in mathematics but the meaning is buried deep inside some ridiculous equation

Nagesh Singh Chauhan
Sep 22, 20206 min read


DBSCAN Clustering Algorithm in Machine Learning
An introduction to the DBSCAN algorithm and its Implementation in python. Credits: stratio In 2014, the DBSCAN algorithm was awarded the...

Nagesh Singh Chauhan
Sep 22, 20206 min read


Exoplanet exploration using Machine Learning
Hunting worlds beyond our solar system. Credits: https://commons.wikimedia.org/wiki/File:55_Cancri_e_-_PIA20068_(animated).gif Our Solar...

Nagesh Singh Chauhan
Sep 21, 20209 min read


Stock market forecasting using Time Series analysis
“The stock market is designed to transfer money from the active to the patient.” ― Warren Buffett Credits: gfycat.com The general...

Nagesh Singh Chauhan
Sep 21, 20209 min read


Predict Electricity Consumption using Time Series Analysis
A step by step approach in Time Series forecasting using the ARIMA model. Credits: http://www.lowgif.com/view.html Introduction “Time...

Nagesh Singh Chauhan
Sep 21, 202010 min read


How to build a Chatbot
Step by step approach to build an intelligent chatbot using python. Credits: pinterest In the article Build your first chatbot using...

Nagesh Singh Chauhan
Sep 21, 20208 min read


Introduction to Artificial Neural Networks(ANN)
Your first step in Deep Learning Credits: getwallpapers.com Deep Learning is the most exciting and powerful branch of Machine Learning....

Nagesh Singh Chauhan
Sep 21, 202010 min read


What is Hierarchical Clustering?
The article contains a brief introduction to various concepts related to Hierarchical clustering algorithm. Credits: chakrastrength What...

Nagesh Singh Chauhan
Sep 21, 20206 min read


Market Basket Analysis
This article is about Market Basket Analysis & the Apriori algorithm that works behind it. Credits: oracle.com The lifeblood of retail...

Nagesh Singh Chauhan
Sep 21, 20205 min read


Introduction to Image Segmentation with K-Means clustering
Credits: datastuff.tech Image segmentation is an important step in image processing, and it seems everywhere if we want to analyze what’s...

Nagesh Singh Chauhan
Sep 21, 20209 min read


Explore the world of Bioinformatics with Machine Learning
The article contains a brief introduction of Bioinformatics and how a machine learning classification algorithm can be used to classify...

Nagesh Singh Chauhan
Sep 20, 20209 min read


Introduction to Support Vector Machines(SVM)
The article explains the SVM algorithm in an easy way. Credits: analyticsprofile Machine Learning is considered as a subfield of...

Nagesh Singh Chauhan
Sep 20, 20204 min read


How to build a Restaurant Recommendation Engine (part-2)
Credits: theinfatuation.com In part-1 of this article series, we saw how we could use simple correlational techniques to create a measure...

Nagesh Singh Chauhan
Sep 20, 20205 min read
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