This course set is offered by Johns Hopkins Data Science Lab on Leanpub.
There are 12 courses that are offered in the Chromebook Data Science Curriculum. You can check here.
- Use cloud-based tools to complete your first data science project
- Create projects on RStudio Cloud
- Set up a version controlled data science project on GitHub
- Perform the basic commands in R with R packages
- Transform messy data sets into tidy data sets
- Work with strings, factors and dates in R
- Create exploratory and explanatory plots in R using the ggplot2 package
- Plot different types of data and make different types of plots
- Convert basic plots into plots that are visually pleasing and communicate information
- Pull the data from these sources in a variety of formats
- Save them and organize them so you can tidy them for analysis
- Translate a general question into a data science question
- Use data visualization and linear models to answer descriptive, exploratory, inferential and predictive questions
- Implement your answers in code from data science questions
- Create and write a data science report
- Organize, manage, or attend a data science meeting
- Create and deliver technical and non-technical data science presentations