Publications by Anonymous
Data science coursera capstone
Data science coursera Capstone Rasmus Klitgaard Word predictions based on online blogs, news and twitter We can predict the next word, with a reasonable degree of accuracy, using only a computer and a lot of text from online sources. Using an approach utilizing n-gram based text profiling Blog posts twitter posts News articles The model The mo...
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Coursera Data science specialization capstone milestone report
Milestone report Rasmus Klitgaard January 2025 Goal of report The goal of this report is to do some exploratory analysis on the data. We will only look at the en_US data. Loading data blogs_path <- "final/en_US/en_US.blogs.txt" connection <- file(blogs_path, open = "r") blogs <- readLines(connection, encoding = "UTF-8", skipNul = TRUE) clos...
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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, ...
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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, ...
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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...
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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...
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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...
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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...
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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...
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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...
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