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Deepansh Khurana's Projects

aws-r-quick-fetch-code icon aws-r-quick-fetch-code

This is a simple mechanism to quickly fetch most popular data formats in R using the cloudyR aws.s3 library

case-study-global-sales icon case-study-global-sales

This is a time series analysis and forecasting case study done for a global sales superstore. This was a grouped assignment for the Upgrad IIIT Bangalore, PGDDS programme.

case-study-loan-default-risk icon case-study-loan-default-risk

This is a group case study project for the PGDDS program offered by IIIT, Bangalore and Upgrad. Here, we are trying to find whether a given person will default on a loan or not. This is done truly using Exploratory Data Analysis and other techniques. The case study is done in R.

cloudsimplifier icon cloudsimplifier

Simple helper functions to fetch and read data from various formats stored on Amazon AWS S3 Buckets. Most functions are essentially wrapping over cloudyR.

eda-uber-supply-demand-gap icon eda-uber-supply-demand-gap

This was a case study for the PGDDS course from IIIT, Bangalore and Upgrad. Here, we're trying to find the supply demand gap between Uber rides to and from the airport for a given city using a given dataset. The project is done in R.

html5adbanners icon html5adbanners

This is the second task from my internship where I created HTML5 banners using CSS3 animations.

inventory-now-v2 icon inventory-now-v2

Inventory Now is an app that started from my Udacity Nanodegree. I built it further for the final project of my Bachelors' Degree.

investment-case-study icon investment-case-study

This is the first group case study for the PGDDS program by Upgrad. This was a group exercise where we had to help a hypothetical firm decide where to invest. While all four members were involved with most of the process, there were specific tasks assigned to each person. For this case study, I was in-charge for making plots on Tableau.

linear-regression-predicting-car-prices icon linear-regression-predicting-car-prices

This is an assignment for the PGDDS program offered by IIIT-Bangalore and Upgrad. Here, we are trying to predict car prices based on a variety of independent variables given a dataset.

ml-practice icon ml-practice

I'll be uploading most of my machine learning practice notebooks here.

nyc-subway-data-analysis icon nyc-subway-data-analysis

This is the Udacity Project for Udacity's Big Data Foundations Nanodegree. This notebook analyses NYC Subway Data Analysis, asking questions and insights on it. It also implements MapReduce.

reverse-geolocate-r icon reverse-geolocate-r

A simple function to reverse geolocate latitude and longitude in R and get a dataframe with City, State, Country, and Pin Code.

sentiment-analysis-app icon sentiment-analysis-app

Udacity deep learning nanodegree project to build recurrent neural network to determe the sentiment of a movie review using the IMDB data set.

shinyapp-k-means-iris icon shinyapp-k-means-iris

This is a simple Shiny app to show K-Means clustering done on the Iris dataset. This dataset is a popular dataset that consists of attributes for three kinds of flower species.

udacityproject-bookup icon udacityproject-bookup

Bookup is a project that I did for my Udacity Nanodegree. Bookup is a book lookup tool that uses Google Books API to fetch information. It has a simple search interface and implements listviews to display the search results.

udacityproject-creating-customer-segments icon udacityproject-creating-customer-segments

This is the final project for the First Term of the Machine Learning Nanodegree by Udacity. Here, we are trying to implement unsupervised learning to create customer segments for a given retail dataset.

udacityproject-cricketcounter icon udacityproject-cricketcounter

A project during my Android Development Beginner Nanodegree from Udacity, this project wanted us to create a score counter for any sport/game we wanted. I chose cricket. I have implemented buttons to add scores, count balls etc and then a Swap Strike button to shift the Batting team to Bowling and vice versa.

udacityproject-dehradunhandbook icon udacityproject-dehradunhandbook

This is a Tour Guide App that I made for my Udacity Android Development Nanodegree. The app lets the user browse information about the city of Dehradun, India. The app gives four options, and then goes deeper into those options using a tabbed interface. The images are sourced from the internet, the text belongs to DehradunBuzz.com and the icon was generated using https://jgilfelt.github.io/AndroidAssetStudio/icons-launcher.html

udacityproject-finding-donors-for-charityml icon udacityproject-finding-donors-for-charityml

This is a Udacity Project for the Machine Learning Nanodegree. Here, we are working for a fictional organisation called CharityML and finding the potential donors using their dataset. This uses sklearn.

udacityproject-hmm-tagger-nlp icon udacityproject-hmm-tagger-nlp

This is a project for the NLP Nanodegree offered by Udacity. The hmm tagger defines parts of speech tagging using pomegranate and other libraries.

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