Publications by AbdulAziz Ascandari
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Text Generation Shiny App AbdulAziz Ascandari 2024-11-06 Introduction In many real-world applications, users need text prediction for fast communication or assistance. The solution is to have a Shiny app powered by an n-gram model (unigram, bigram, trigram) to predict the next word based on user input. So the objective of this app is to pres...
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library(tm) ## Loading required package: NLP library(wordcloud) ## Loading required package: RColorBrewer library(RWeka) Overview The Capstone Milestone Week 2 Report serves as an initial analysis of the dataset, aimed at exploring how it can be used to develop a predictive app. The primary objective of this report is to identify key data featu...
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Pitch of Shiny app
My shiny App presentation AbdulAziz Ascandari 2024-10-19 Introduction This app is firstly about the finishing of the Coursera Course Developing Data products. The second focus lies on to develop a basic tooling to generate pseudo-random numbers. First you type, ore slide, the desired number a random numbers (between 0 and 1337). With the nex...
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The random num generator
About this app This app is firstly about the finishing of the Coursera Course Developing Data products. The second focus lies on to develop a basic tooling to generate pseudo-random numbers. First you type, ore slide, the desired number a random numbers (between 0 and 1337). With the next two sliders you can adjust the minimum and maximum numbe...
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Plotly plot
2024-10-09 ## 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 following object is masked from 'package:graphics': ## ## layout Volcano plot Boxplot Thank...
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2024-10-07 Where I come from In this webpage, I show where I come from. Map This is where I come from....
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Coursera Statistical Inference Project.
Part 1: Comparison of Exponential Distribution With the Central Limit Theorem 1: Simulation exercise Overview In this project the exponential distribution is investigated in R and compare it with Central Limit Theorem. The mean of exponential distribution is 1/lambda and the standard deviation is also a function of 1/lambda. The exponential d...
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Storm_data_analysis
Synopsis Severe weather events, such as storms, can significantly impact public health and the economy, often resulting in fatalities, injuries, and extensive property damage. Mitigating these outcomes is a primary concern for many communities and municipalities. This analysis examines the effects of severe weather events on public health and e...
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