Publications by Muhammad Imdad Ullah
Forecast bikeshare demand using time series models in R
About Data Analysis Report This RMarkdown file contains the report of the data analysis done for the project on forecasting daily bike rental demand using time series models in R. It contains analysis such as data exploration, summary statistics and building the time series models. The final report was completed on Sun Oct 22 02:22:30 2023. Dat...
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Reproducible Research (Week-4) Assignment
Adverse Weather Impact on US Population and its Economy Synopsis Storms and weather events can produce some severe problems to both public health and not only for communities but also for municipalities. Many severe events may result in fatalities, injuries, property damage, and preventing such outcomes to the extent possible is a key concern. T...
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Reproducible Pitch Presentation
Analysis of the mtcars Dataset Variables and MPG Muhammad Imdad Ullah 7/13/2020 Coursera Reproducible Pitch See the Regression Models Course Project Find here all the data that have been used for the project and also for the first part of the data Science Project: “First, you will create a Shiny application and deploy it on Rstudio’s ser...
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Developing 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. Your webpage must contain the date that you created the document, and it must contain a map created with Leaflet. We would love to see you show off your creativity! Pakistan few Big Cities libr...
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Developing Data Products: R Markdown Presentation (Week 3)
7/11/2020 Week 3 Assignment Instruction 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. Your webpage must contain the date that you created the document, and it must contain a plot created with Plotly. We would love to see you show off your c...
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Week2 DS Capstone Assignment
Introduction This is Week 2 - Peer Assigment as part of Coursera’s Data Science Specialization Capstone course. The goal for this assignment is to understand the dataset and do a exploratory data analaysis for each of the given files, en_US.blogs.tx, ex_US.news.txt and en_US.twitter.txt. Also we to identifies important feature for the data and ...
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Data Science Capston Slides
Muhammad Imdad UllahAugust 19, 2020 Data Science: Final Assignment Instructions The goal of this exercise is to create a product to highlight the prediction algorithm that you have built. We have to provide an interface that can be accessed by others. For this project you must submit: A Shiny app that takes as input a phrase (multiple words) i...
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DS Capstone Week 7 Slides
slide deckMuhammad Imdad UllahAugust 19, 2020 Data Science: Final Assignment Instructions The goal of this exercise is to create a product to highlight the prediction algorithm that you have built. We have to provide an interface that can be accessed by others. For this project you must submit: A Shiny app that takes as input a phrase (multipl...
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