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Exploratory Data Analysis - PA2
This is the second programming assignment for Exploratory Data Analysis course from JHU's Data Science Specialization
Exploratory Data Analysis - PA1
This is the first programming assignment for Exploratory Data Analysis course from JHU's Data Science Specialization
Visualizing Data in the Tidyverse Project
This is the project output for the Visualizing Data in the Tidyverse from JHU's Tidyverse specialization.
Data Visualization Capstone: Week 2
This is the data review section of my capstone project for JHU's Data Visualization in R specialization. It will explain the draft version of how I will visiualize the data set.
Data Visualization Capstone: Week 1
This is the proposal section of my capstone project for JHU's Data Visualization in R specialization. It will explain the nature of data and a brief scheme of my plan to analyze this data set.
Advanced Data Visualization with R: Week 3 Review
This is the 2nd week material for Advanced Data Visualization with R in JHU's Data Visualization Specialization. The focus is to practice Animation and Interactivity.
Advanced Data Visualization with R: Week 2 Review
This is the 2nd week material for Advanced Data Visualization with R in JHU's Data Visualization Specialization. The focus is to practice Spatial Figures
Advanced Data Visualization with R: Week 1 Review
This is the 1st week material for Advanced Data Visualization with R in JHU's Data Visualization Specialization. The focus is to practice more types of ggplot Figures Peer Review
Data Visualization in R with ggplot2: Week 3 Review
This is week 3's review rpubs for the Data Visualization in R with ggplot2 course from JHU's data visualization with R specialization.
Data Visualization in R with ggplot2: Week 2 Review
This is week 2's review rpubs for the Data Visualization in R with ggplot2 course from JHU's data visualization with R specialization.
Data Visualization in R with ggplot2: Week 1 Review
This is week 1's review rpubs for the Data Visualization in R with ggplot2 course from JHU's data visualization with R specialization.
Getting Started with Data Visualization Final Exercise
This is the final exercise from Getting Started with Data Visualization from JHU's data visualization specialization course.
Developing Data Product: Final Assignment
This is the last programming assignment for the developing data product course in JHU's data science specialization. The primary focus is to generate a customized shinyapp based on your own data and deploy into the shiny app.
Developing Data Products - PA2
This is the 2nd programming assignment for the developing data product course in JHU's data science specialization. The primary focus is to use existing data from R library and plot them via interactive plotly library.
Developing Data Products - PA1
This is the first programming assignment from developing data products in JHU's data science specialization. This is mainly for the leaflet and r-markdown application to demonstrate the rmarkdown with geographic features in code.
Practical Machine Learning PA
This is the programming assignment for the practical machine learning model in JHU's data science specilalization.
Regression Model PA
This is the programming assignment from regression model course in JHU's Data Science Specialization course.
Statistical Inference PA Pt2
This is the 2nd part of the statistical inference assignment from JHU's Data Science Specialization.
Statistical Inference PA Part 1
This is the 1st part of the statistical inference course from JHU Data Science specialization.
Reproducible Research PA1
This is the first reproducible research programming assignment from JHU Data Science Specialization, it contains the log data of activities to summarize and wrangle the data for the average steps.
Reproducible Research PA2
This is the 2nd programming assignment for reproducible research course in JHU's data science specialization. This is the accumulation for the economical impact and injury summarization based on data wrangle and conversion.
Regression Models - PA
This is the programming assignment for Regression Models course from JHU Data Science Specialization
Data Science Milestone Report
This is the mid-term report for the data science capstone from swift key, I have obtained the data analysis from each media while extracting necessary inputs (tokenizing the words) for the shiny app deployment
Google Data Analytics Capstone Project
This capstone project illustrates how to summarize the data given within the time span to evaluate the behaviors between casual and subscribed members for the ride duration and frequency.