Conor Cahalane
Data Analytics Essentials
48
Distinction
July 25, 2023
Conor Cahalane
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
- Lambda functions and error-handling
- Using iterators in PythonLand
- Common data problems
- Text and categorical data problems
- Advanced data problems
- Regular expressions for pattern matching
- Advanced regular expression concepts
- Dates and times in pandas
- Multivariate thinking
- Graphical exploratory data analysis
- Quantitative exploratory data analysis
- Parameter estimation by optimisation
- Bootstrap confidence intervals
- Optimising a neural network with backward propagation
- Building deep learning models with Keras
- Fine-tuning Keras models
- The bias-variance trade-off
- Hierarchical clustering
- Clustering in real world
Issued on
July 25, 2023
Expires on
Does not expire