Introductory Data Analytics
Adriana Bones Barcellos
Distinction
June 22, 2022
40
Adriana Bones Barcellos
UCD Professional Academy extends UCD's heritage of educational excellence to professionals looking to give their career an advantage. Successful completion of a UCD Professional Academy programme denotes a professional's specialist skills and practical business knowledge in the given area of study.
Skills / Knowledge
- Python concepts and data types
- Use lists to organise data
- Use functions, methods, and packages
- Work with the NumPy array
- Data visualisation with Matplotlib
- Dictionaries and the pandas DataFrame
- Logic, control flow, and filtering
- DataFrames and fundamental manipulations
- Aggregating data
- Creating and visualising DataFrames
- Relational Databases
- SQL
- APIs
- Ordered and time-series data
- Advanced merging and concatenating
- Visualising two quantitative variables
- Visualising categorical/quantitative variables
- Linear regression
- Neural Networks
- Deep Learning
Issued on
June 22, 2022
Expires on
Does not expire