Implementing Content-based filtering for the development of a recommendation system using Nearest Neighbor approach

Music Cluster Analysis — Radar Chart by Author


In this article, I will try to construct a Spotify Recommendation System model using Nearest Neighbor Algorithm, and use Spotipy for Data Collection. This research would be an unsupervised machine learning project.

Construction of CNN model for detection of pneumonia in x-rays from scratch

image via Wikimedia

In this article, we are going to create a CNN model that can classify X-Ray images as a Pneumonia case or a Normal case.

The web application has been deployed to streamlit share :

Research, Analysis and Prediction on Spotify Dataset

A collaborative project by Adarsh Mishra, Hardik Deshmukh, Hrishikesh Hete & Mukund Sharma

Google Colab Notebook: Link

Dataset Source [1]:

Dataset Source [2]:

Image by Oliver Keane on dribble

The Spotify music player transformed music listening forever when it launched in Sweden in 2008. Discover, manage and share over 50 million tracks, including more…

Prediction using KNN algorithm with 74% Receiver Operating Characteristic Accuracy

Photo by Mykenzie Johnson on Unsplash

In India, diabetes is a major issue. Between 1971 and 2000, the incidence of diabetes rose ten times, from 1.2% to 12.1%. 61.3 million people 20–79 years of age in India are estimated living with diabetes (Expectations of 2011). It is expected that by 2030 this number will rise to…

Prediction using Logistic Regression with 87% accuracy

Photo by Robina Weermeijer on Unsplash

Every day, the average human heart beats around 100,000 times, pumping 2,000 gallons of blood through the body. Inside your body there are 60,000 miles of blood vessels.

The signs of a woman having a heart attack are much less noticeable than the signs of a male. In women, heart…

Photo by William Iven on Unsplash

Apocalypse takes place when we least expect it to happen.

It feels surreal to imagine how the virus began to spread from one person that is patient zero to four million today. It was possible because of the transport system. …

Nesting Depth Problem B | Google Code Jam Qualification Round 2020 — Simplified Explanation and Python code by Hardik Deshmukh.

The objective is to solve the problem statement with a minimum of time and space complexity. I would recommend that you go through the problem statement and explanation once and…

A DBMS project using T-SQL in C# made by Hardik Deshmukh

Here I describe the concepts of dbms and offer sql query syntax.
The link to the project :

1. Introduction

1.1 Windows Application:-

Windows Application is a two tier client server database application. It uses Windows Desktop application…

A card gambling game made by Hardik Deshmukh in Python.

Over here, I explained how to make you comply with the different rules and conditions required to make the game in python. …

Hardik Deshmukh

Curiosity, a desire to learn, to play and to stand up to emerging technologies.

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