In this course you will learn the basics of Data Science.
Requirements
- None – The course is suitable for complete beginners.
What you’ll learn
- Data Mining Process (CRISP-DM)
- Installation of R, and RStudio
- Package Handling
- Data Types
- Control Structures
- Functions
- Data Import / Export
- Data Cleaning
- Data Filtering
- Data Reshaping
- Data Aggregation
- Working with Times
- Data Imputation
- Outlier Detection
- Visualising Distributions
- Visualising Correlations
- Visualising Rankings
- Visualising Interactive Maps
- Visualising Interactive Timeseries
- Visualising Flows