Publications by Anonymous
Hopkins Capstone Word Prediction Pitch
2024-12-14 An Overview A novel approach is presented to demonstrate a model for predicting the next word in a partial sentence or phrase. The model draws from word combinations structured in a way that reveals their likelihood of occurrence. This likelihood is based on the number of times a given word combination occurs in a large sample of text, ...
1289 sym
Hopkins Capstone Word Predictor Pitch
2024-12-14 An Overview A novel approach is presented to demonstrate a model for predicting the next word in a partial sentence or phrase. The model draws from word combinations structured in a way that reveals their likelihood of occurrence. This likelihood is based on the number of times a given word combination occurs in a large sample of text, ...
1573 sym
JHU Capstone: Language Prediction Model
2024-12-13 Language Prediction Model Description The Natural Language Prediction Model application predicts the next word from the input of a sentence or phrase using probabilities of two-word or three-word combinations determined from a large dataset provided by Swiftkey. Language Prediction Model Flow Model Input: Enter a sentence or phrase in...
1304 sym 2 img
Course project 2 in reproducible research
Synopsis We investigate the most important types of extreme weather events with respect to economic and public health. The number of fatalities, injuries and the amount of property and crop damage was investigated. The findings indicate that tornadoes caused the highest amount of fatalities, heat waves caused the highest amount of injuries, coastal...
1133 sym 1 img
Hopkins Data Science Capstone Mod 2 Report
Introduction This report summarizes a review of the three sample files for Natural Language prediction. The three files comprise a sample from news articles, Web logs (blogs), and X/Twitter tweet texts. Although text is supplied in English, Danish, Russian, and Finnish, this analysis will focus only on the English version of these files (en_US). As...
4816 sym Python (2726 sym/9 pcs) 3 img
JHU Capstone Mod 2 Milestone Report
Summary The goal of this project is to load and explore the corpus data to illustrate being on track to create a prediction algorithm. Results to include: Does the link lead to an HTML page describing the exploratory analysis of the training data set? Has the data scientist done basic summaries of the three files? Word counts, line counts and b...
4027 sym 5 img
JHU Developing Data Products Week 3 Project
2024-09-14 Project Description This project creates a web page presentation using R Markdown that features a plot created with Plotly. The project represents the 2024 population and density (population/sq mi) for each of the fifty United States of America. The quantiative information is viewed by moving the cursor over a state. The legend indicate...
571 sym
Morley's Light Speed
2024-09-14 The Michelson–Morley Experiment And now for something completely different The Michelson–Morley experiment was a seminal discovery in physics, and was the first experiment to suggest that the speed of light was not relative to anything. It’s velocity in a vacuum was absolute and this finding has been confirmed many times since the...
1273 sym
Developing Data Products Course Project
An Introduction The instructions for this project are pretty generic: Create a web page using R Markdown that features a map created with Leaflet. What you’re reading here is that R markdown report. What follows below is a leaflet rendering of select American national parks in the Southwestern region. We will load the leaflet library in a separat...
599 sym R (811 sym/2 pcs)
Developing Data Products: Week 2 Leaflet Project
Summary This project includes creating a web page using R Markdown that features a map created with Leaflet. The webpage is hosted on RPubs. The map for this project is that of four airports in the Phoenix, Arizona area. The locations of the airports are identified with an airplane icon and can be clicked to identify the name of the airport. I...
725 sym R (1241 sym/7 pcs)