Publications by Matteo Gambera
Final Project
Problem The first step in analyzing any new data set is figuring out: what data you have what are the standard tools and models used for that type of data. This exercise uses the files named LOCALE.blogs.txt where LOCALE is the each of the four locales en_US, de_DE, ru_RU and fi_FI. The data is from a corpus called HC Corpora. See the About the...
1126 sym R (7087 sym/46 pcs) 7 img
Assignament Presentation
Assignament PresentationMatteo Gambera15/04/2020 First Slide Introduction -This presentation is part of the Course Project for the Coursera Developing Data Products class. The peer assessed assignment has two parts. -First, we need to create a Shiny application and deploy it on Rstudio's servers. -Second, we should use Slidify or Rstudio Presen...
622 sym R (137 sym/1 pcs)
Assignament Presentation
Assignament PresentationMatteo Gambera15/04/2020 First Slide Introduction -This presentation is part of the Course Project for the Coursera Developing Data Products class. The peer assessed assignment has two parts. -First, we need to create a Shiny application and deploy it on Rstudio's servers. -Second, we should use Slidify or Rstudio Presen...
660 sym R (137 sym/1 pcs)
presentation
Presentation author: Matteo Gambera date: 12/04/2020 autosize: true First Slide Create a web page presentation using R Markdown that features a plot created with Plotly. Host your webpage on either GitHub Pages, RPubs, or NeoCities. Your webpage must contain the date that you created the document, and it must contain a plot created with Plotly. ...
476 sym R (192 sym/1 pcs) 1 img
Presentation
PresentationMatteo Gambera12/04/2020 First Slide Create a web page presentation using R Markdown that features a plot created with Plotly. Host your webpage on either GitHub Pages, RPubs, or NeoCities. Your webpage must contain the date that you created the document, and it must contain a plot created with Plotly. We would love to see you show ...
423 sym R (193 sym/1 pcs) 1 img
ML for fitbit exercise
Summary One thing that people regularly do is quantify how much of a particular activity they do, but they rarely quantify how well they do it. In this project, the goal will be to use data from accelerometers on the belt, forearm, arm, and dumbbell of 6 participants. The goal of the project is to predict the manner in which they did the exercise...
4073 sym R (13807 sym/37 pcs) 1 img
StormEvents Project
Synopsis Storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatalities, injuries, and property damage, and preventing such outcomes to the extent possible is a key concern. This project involves exploring the U.S. National Oceanic and Atmos...
2524 sym R (4585 sym/10 pcs) 2 img
Leaflet Map
Create a web page using R Markdown that features a map created with Leaflet. Host your webpage on either GitHub Pages, RPubs, or NeoCities. Your webpage must contain the date that you created the document, and it must contain a map created with Leaflet. We would love to see you show off your creativity! library(leaflet) map <- leaflet() %>% addTi...
311 sym R (113 sym/1 pcs)
Final Presentation
Final Project - Single Word PredictionMatteo Gambera28-04-2020 Algorithm description n-gram model for optimized efficiency, memory and R code using fast “ngram_asweka” and “data.table” functions inside new “generateNFDF” function input text phrase cleaned in separate “custom_input_text_clean” function Instructions (1/2) Appli...
1082 sym