Publications by Thomas J James
Developing_Data_Products_Week_3_Assignment
3/1/2021 Understanding Gas Mileage Using the mtcars dataset we plot can attempt to understand the relationship of various factors to gas mileage (mpg). We plot weight (wt) vs. mileage (mpg) spatially along the x/y axes. We visualize the number of cylinders (cyl) as colors and the amount of horsepower (hp) as the size of an individual point in t...
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Developing_Data_Products_Week_2_Assignment
#Developing Data Products Week 2 Assignment ##Thomas J James ##2/23/2021 ...
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Reproducible Research Peer Assessment 2
Impact of Severe Weather Events on Public Health and Economy in the United States Synonpsis In this report our goal is to analyze the impact of different weather events on public health and economy based on the storm database collected from the U.S. National Oceanic and Atmospheric Administration’s (NOAA) from 1950 - 2011. Estimates of fatalit...
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analysis_of_mtcars_database_presentation-rpubs
Analysis of the mtcars Dataset Thomas J James 3/4/2021 Coursera Reproducible Pitch See the Regression Models Course Project URL: https://github.com/tjamesbu/Developing_Data_Products1 Find here all the data that have been use for this presentation and also for the first part of the data Science Project: “First, you will create a Shiny appli...
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Practical_Machine_Learning_Course_Project
Practical_Machine_Learning_Course_Project Thomas J James 3/5/2021 Project introduction Background Using devices such as Jawbone Up, Nike FuelBand, and Fitbit it is now possible to collect a large amount of data about personal activity relatively inexpensively. These type of devices are part of the quantified self movement – a group of enthu...
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Practice_with_Univariate_Figures_and_Scatter_Plots
Your objective is to replicate these figures, created using the Center of Legislative Effectiveness Data. These figures are similar to those we completed in the lecture videos. Put your name here: Thomas James IMPORTANT: Filter your data so you are only displaying information for the 115th Congress. Exercise 1 Hints: For the y-axis, use the va...
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Data_Science_Capstone_Week_2A
Data_Science_Capstone_Week_2A Thomas J James 5/9/2021 output: pdf_document: default html_document: default — Introduction The Coursera Data Science Capstone - Milestone Report (aka, “the report”) is intended to give an introductory look at analyzing the SwiftKey data set and figuring out: What the data consists of, and Identifying the...
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Text_Prediction_Application
6/5/2021 What Is This About ?! It’s tough to predict the future but not words! Applications derived from word based statistical model has helped improve mankind’s quality of life. For examples, SwiftKey Keyboard predicts the next word (as user types) that makes compostion task on mobile a breeze! Text-To-Speech Synthesize assists in speech ...
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Animations_and_Interactivity
Thomas J James Problem 1 ## Warning: package 'gganimate' was built under R version 4.0.5 ## Warning: package 'gifski' was built under R version 4.0.5 Problem 2 Problem 3 ...
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Spatial_Figures_Peer_Review
PUT YOUR NAME HERE: Thomas J James Problem 1 Create the figure using the data included in the R Markdown file. Problem 2 Create the figure using the data included in the R Markdown file. Problem 3 Create the figure using the data included in the R Markdown file. ...
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