Data Science

Predicting Titanic movie's character's survival chance using ML

We try to predict some of the titanic movie's character's survival chances using the famous titanic Kaggle dataset

KNN for classification (of glass types)

Explained KNN, used it to classify glass type. Covered pairplot,feature scaling, finding the best k value

Picture Pandas - Little Intro guide (Olympics data)

A small intro guide for python's pandas library using olympics data

Australian bushfire - Map analysis

The Australian bushfire has led to a massive loss to wildlife, forest area and has even caused human casualties.We will take a look at fire data obtained from NASA satellite's MODIS and VIIRS, to visualize the recent Australian bushfire in maps

Interactive Map of Hospitals in Victoria using Python

There are 325 hospitals in victoria. We will visualize them in the map such that some insights can be extracted.

Python's Folium to create choropleth maps

Folium is python library built on top of leaflet.js. It is used to visualize data through interactive maps, choropleth visualization, as well as parsing markers on data.Create multiple data views, and custom icons