Publications by Kevin Heroux-Prescott
Practical ML Course Project
1. Overview The goal of this project is to predict the manner in which participants of an experiment performed some exercises. This is the “classe” variable in the training set. Various machine learning (ML) algorithms are trained using a training dataset. After validation of the predictions of each algorithms, the model with the best perform...
5018 sym R (5458 sym/15 pcs) 5 img
Data Products - Week 2 Assignment
Instructions Create a web page using R Markdown that features a map created with Leaflet. Host your webpage on either GitHub Pages, RPubs, or NeoCities. Review criteria The rubric contains the following two questions: Does the web page feature a date and is this date less than two months before the date that you’re grading this assignment? Doe...
510 sym R (321 sym/1 pcs)
Data Products - Week 3 Assignment
Instructions 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. Review criteria The rubric contains the following two questions: Does the web page feature a date and is this date less than two months before the date that you’re grading this as...
525 sym R (338 sym/1 pcs)
Data Product Project Course
Coursera Developing Data Products - Project Course Kevin Heroux-Prescott 11/1/2022 Introduction This presentation is part of the assignment for week 4 of Developing Data Products course from Coursera (https://www.coursera.org/learn/data-products). It is meant to describe and pitch information about an app developed through Shiny to help estima...
1231 sym
Capstone
Abstract This document serves as the milestone report in Coursera’s Data Science specialization Capstone project. Starting from three text databases, we aimed at identifying how the data could be used to create a text prediction algorithm based on user inputs. A summary of relevant features of the data found through exploratory data analysis, i...
3472 sym Python (10351 sym/8 pcs) 4 img 2 tbl
Capstone_Report
Coursera Capstone Deck Kevin HP 12/1/2022 Introduction This presentation is part of the assignment for Coursera’ Data Science Specialization Capstone. It is meant to describe and pitch information about an app developed through Shiny to predict the next word in a sentence given user inputs. Application The application can be found at the fo...
1080 sym