Data Science - Bronze
Issued by
Lumify Group
Earners of the Data Science Bronze badge will have an understanding of Phyton Data Analysis, and a foundational understanding of both R and SQL. The student will understand the basics of Phyton syntax and will be able manipulate data, create custom functions, plot with Matplotlib and display visualisations. In R, the student will have a foundational understanding of R syntax and data types and objects. Further, they will understand relational databases and how to run queries from the SQL course.
- Type Learning
- Level Foundational
- Time Weeks
- Cost Paid
Skills
- Access Data from Multiple Tables
- Accessing Data within Data Structures
- Anaconda and JupyterLab
- Basics of Queries
- Combining multiple SELECT Results
- Creating Objects
- DataFrame Display
- Data Types and Structures in Python
- Evaluation in R
- Exporting Data
- Filtering Data with a WHERE Clause
- Filtering on Aggregated Values
- Group Query Results
- Manipulating Data
- Manipulating Objects
- Multivariate Analysis
- Ordering Query Results
- Plotting Data
- SQL
- The Python Standard Library
- The RStudio IDE
- Using Functions
- Using R as a Calculator
- Visualising Distributions
- Working with Missing Values
- Working with Objects
- Working with Relational Data