Welcome to Nazli Gul’s Progress Journal
IE48A - SPECIAL TOPICS in Essentials of Data Analysis
Assignments
Assignment 1: A report consists of description of myself and some R related videos and posts by using Rmarkdown.
- R Videos and Posts Review: html
Assignment 2: A report consists of data manipulation and visualization by using dpylr and ggplot2 packages for EXIST July,2020 dataset.
- Report: html
Assignment 3: A report consists of data manipulation and data visualization by using dplyr and ggplot2 packages for Diamonds dataset. In addition, Principal Component Analysis, and K-Means algorithm are practiced, at the end Generalized Linear model and CART model are studied in order to estime price of a diamond.
- Report: html
Group Assignments and Projects
Data Mine’R’s
Assignment: A report consists of exploratory data analysis of NYC Airbnb dataset from Kaggle.
Project: A report consists of data manipulation and data visualization by using many packages for 2020 Turkey online car market dataset obtained from Kaggle.
- Proposal: html
- Data Preprocessing: html
- Exploratory Data Analysis: html
- Shiny App: You can run the shiny app by just typing the following code in your own R-console; shiny::runGitHub(“pjournal/boun01g-data-mine-r-s”, subdir = “Project”, ref = “gh-pages”)
- Models: html
- Presentation: html
Group Bonus Tutorial: data.table package tutorial
Final Assignment
- Report: html
Course Webpage
- Course Link: IE 48A Summer 2020