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Price Optimisation using Dynamic Pricing and Machine Learning
The article provides a comprehensive explanation of Dynamic Pricing and the role of machine learning in optimizing revenue.

Nagesh Singh Chauhan
May 3, 20239 min read


Introduction to Monte Carlo Simulation in Statistics
A super simple concept, still allows us to solve really complex problems. Image credits If we summarize what Monte Carlo simulation is in...

Nagesh Singh Chauhan
Sep 19, 202111 min read


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


Beginners Guide to Statistics in Data Science
Credit Introduction Statistics is a discipline of mathematics that is globally agreed to be a prerequisite for a more profound...

Nagesh Singh Chauhan
Mar 19, 20217 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


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


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


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


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


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


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


Real world implementation of Logistic Regression
A step by step approach to build both Binary and Multiclass Logistic Regression models Credits: https://www.appgate.com/blog/...

Nagesh Singh Chauhan
Sep 20, 202011 min read


A beginner’s guide to Linear Regression in Python with Scikit-Learn
You can find the Spanish version of this article here. Credits: https://www.youtube.com/watch?v=VcrW7BCJLK4 There are two types of...

Nagesh Singh Chauhan
Sep 20, 20209 min read


Build your first chatbot using Python NLTK
Credits: https://octodev.net/most-advanced-chatbot-apps-powered-by-artificial-intellect/ “A chatbot (also known as a talkbot, chatterbot,...

Nagesh Singh Chauhan
Sep 19, 20204 min read


Dimensionality Reduction: Principal Component Analysis (PCA)
The article focussed on design principles of the PCA algorithm for dimensionality reduction and its implementation in Python from...

Nagesh Singh Chauhan
Sep 19, 20207 min read
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