Segments for Data Analysis Certification
- Introduction to DataViz.
- Exploratory vs Explanatory Analysis
- Importance of Visualization
- Grammar of Graphics
- Essential Grammatical Elements
- Base package vs ggplot2
- Data Types Start coding with data_types_and_distributions.R
- Descriptive Statistics Introduction Continue with the above script
- Introduction to Exploratory Data Analysis Assessment (EDA.R)
- Warm up with ggplot (ggplot2_warmup.R)
- Aesthetics Layer (ggplot2_aesthetics.R)
- Geometrics Layer (ggplot2_geometrics.R)
- Summarizing with dplyr
- Nyc Flights data for EDA