- Type Learning
- Level Advanced
- Time Days
- Cost Paid
Data Science - Gold
Issued by
Lumify Group
Gold badge earners can use control flow structures and loops in Python to automate analyses and improve efficiency. Earners can create their own functions, perform cluster analysis, and create regression and classification models with random forests in R. They have also learnt about control structures, loops and loop alternatives, and tidyverse piping syntax. In SQL, earners use more sophisticated techniques for querying databases and reshaping and manipulating result sets, among other skills.
- Type Learning
- Level Advanced
- Time Days
- Cost Paid
Skills
- Cluster Analysis in R
- Control of Flow in SQL
- Create your own functions in R
- Functions to reduce typing in R
- Interactive Visualisations with Bokeh
- Loop alternatives in R
- Loop and if-else alternatives in Python
- Loops and control structures in R
- Loops and Other Control Structures in Python
- More Complex Joins in SQL
- Performing multiple operations on DataFrames
- Plotting with ggplot2
- Query Performance in SQL
- Random forests in R
- Reshaping data in SQL
- R Scripts in Power BI
- Simplifying Code Reuse in SQL
- Tidyverse piping syntax
- User-Defined Classes in Python
- User-Defined Functions in Python
- User-Defined Functions in SQL
- Variables in SQL
- Writing More Complex Queries in SQL