Publications by AM
Reproducible Research, Course project 2
library("ggplot2") ## Warning: package 'ggplot2' was built under R version 4.1.3 library("dplyr") ## Warning: package 'dplyr' was built under R version 4.1.3 ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## i...
3910 sym R (10202 sym/29 pcs) 4 img
Developing Data Products_week 2
knitr::opts_chunk$set(echo = TRUE) Summary The goal of the project is to create a web page using R Markdown that features a map created with Leaflet, and to host the resulting web page on either GitHub Pages, RPubs, or NeoCities. R Markdown library(leaflet) ## Warning: package 'leaflet' was built under R version 4.1.3 my_map <- leaflet() %>% ...
218 sym R (222 sym/4 pcs)
Developing Data Products_Week 3
2022-12-08 Summary Creating a web page presentation using R Markdown features a plot created with plotly. Loading plotly library(plotly) Loading required package: ggplot2 Attaching package: 'plotly' The following object is masked from 'package:ggplot2': last_plot The following object is masked from 'package:stats': filter The follow...
153 sym R (550 sym/7 pcs)
Practical Machine Learning
Overview 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, I will use data from accelerators on the belt, forearm, arm, and dumbbell of 6 participants. The goal of this project is to predict the manner in which they did the exercise. This is...
1984 sym R (5817 sym/32 pcs) 2 img
My first App
2022-12-09 1. Introduction For the project I used Iris dataset. Shiny application was used to check the iris data attribude by Sepal.length, Sepal.Width, Petal.length, Petal.Width using histogram. The dataset consists of 50 samples of 3 different species of iris. In the presentation you will find ui.R file (information about slider bar) and serv...
644 sym R (2023 sym/6 pcs)
Data Science Capstone
Summary The goal of this project is to display that I’ve gotten used to working with the data and that I am on track to create my prediction algorithm. This document explains only the major features of the data I have identified and briefly summarize my plans for creating the prediction algorithm and Shiny app in a way that would be underst...
1698 sym R (6029 sym/30 pcs) 6 img
Final Project
2022-12-16 Project´s Instructions The goal of this exercise is to create a product to highlight the prediction algorithm that you have built and to provide an interface that can be accessed by others. The assignment consists of: A Shiny app that takes as input a phrase (multiple words) in a text box input and outputs a prediction of the next w...
1060 sym
Final Project
2022-12-16 Project´s Instructions The goal of this exercise is to create a product to highlight the prediction algorithm that you have built and to provide an interface that can be accessed by others. The assignment consists of: A Shiny app that takes as input a phrase (multiple words) in a text box input and outputs a prediction of the next w...
951 sym