Curated list of R DataScience projects I have implemented to get my feet wet in the world of data science. You can add your solutions under each project title. Feel free to contribute :)
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- R code to demonstrate how to perform data cleansing using Seattle traffic data in R
- Exploratory Data Analysis on Diamond dataset, using histograms, scatterplots and boxplots in R
- Analyzed a 'pseudo-facebook' dataset using R, while studying Exploratory Data Analysis on Udacity, a course designed by Facebook.
- Learned how to work with R packages like ggplot2, dplyr, reshape2, plotting histograms, scatterplots graphs with multiple variables and how these can be used to perform a basic exploratory analysis on a dataset.
- Exploratory data analysis on battles and character deaths in the Game of Thrones series using R
- Studying handwriting character recognition as a part of a Kaggle competition
- Identifying handwritten digits using MNIST data by performing Logistic regression and Random Forests
- Understanding customer buying patterns using a Groceries dataset
- Implementing Apriori algorithms using R and data visualization using arules and arulesViz packages
- Analyzing number of subway riders based on time of the day, day of week, weather conditions like rain, wind and temperature.
- Analysis using Linear and OLS regression, implemented in python using sklearn, pandas, scipy and numpy
- Example to demonstrate how to embed C++ code snippet within an R function
- Sentiment Analysis using Twitter API in R. The program extracts tweets based on a specific keyword and builds sentiment graph and wordcloud depicting emotions using Bayes’ theorem
- Practicing exploratory data analysis and MAchine Learning algorithms in R by using the Titanic dataset which is provided as a Kaggle competition
- Great Ideas for Toy Projects Link
- Awesome Data Science Ideas
Your contributions are always welcome! You can add your solution and problem statements./ Inspiration for datasets: Be creative with this awesome set of public datasets