Explore and evaluate datasets using descriptive statistical analyses. Apply statistical analysis to appropriate datasets: Data Analytics Assignment, CCT, Ireland
| University | CCT College Dublin (CCT) |
| Subject | Data Analytics |
- Explore and evaluate datasets using descriptive statistical analyses.
- Apply statistical analysis to appropriate datasets and critique the limitations of these models.
- Utilise current software tools and languages to produce and document result sets from existing data.
- Develop a machine learning strategy for a given domain and communicate effectively to team members, peers, and project stakeholders the insight to be gained from the interpreted results.
- Implement a range of classification and regression techniques and detail / document their suitability for a variety of problem domains.
- Critically evaluate the performance of Machine Learning models, and propose strategies to optimize performance.
- Discuss the concepts, techniques, and processes underlying data visualization to critically evaluate visualization approaches with respect to their suitability for different problem areas.
- Programmatically Implement graphical methods to identify issues within a data set.
- Engineer new feature selection in data with the goal of improving the performance of machine learning models.
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