Publications by Deepjyoti Chakraborty
Reproducible Research - Week 4 - Project
Synopsis: Severe weather events like tornadoes, floods etc can have great impact on population health as well as cause economic damage. These form key concerns around such severe weather events. This report uses data from the NOAA storm database comprising data points between the years 1950-2011. In our analysis, we are seeking to find answers to...
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Developing Data Products Week 4 Assignment
14/12/2020 Objective for this Assignment To create a Shiny application and to create a Reproducible pitch using R Presentation: The Shiny application can be found at: Shiny Application The Github repository with the code is at: Github repository Dataset used in the Application Dataset used in the application is Chickweight which is displayed ...
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Developing Data Products - Week 2 Assignment
Introduction The objective of this assignment is to create a web page using R Markdown that features a map created with Leaflet. The webpage needs to be hosted on either GitHub Pages, RPubs, or NeoCities. I chose to host it on RPubs. Loading required libraries library(leaflet) library(dplyr) ## ## Attaching package: 'dplyr' ## The following o...
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Developing Data Products - Week 3 Assignment
08/12/2020 Introduction The objective of this assignment is to create a web page presentation using R Markdown that features a plot created with Plotly. The webpage needs to be hosted on either GitHub Pages, RPubs, or NeoCities. I chose to host it on RPubs.l be generated that includes both content as well as the output of any embedded R code chu...
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Milestone Report - Capstone Project
Introduction The goal of this report is to demonstrate that I have got used to working with the text data and that I am on the path to create my prediction algorithm for the final deliverable of the Capstone project. The motivation for this project is to: Show that I have downloaded the data and have successfully loaded it in. Display summary st...
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Capstone Project Presentation - Data Science Specialization
Capstone Project PresentationDeepjyoti Chakraborty8th Feb 2021 Introduction This presentation is created as a guide for the Shiny app developed as part of requirement for Capstone project of the Data Science specialization The goal of the project is to build a predictive text model which needs to be deployed with a Shiny app where the model wil...
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