Browsing Tag
iceberg
3 posts
Data Iceberg Model for Machine Learning
One of the pitfalls to developing production-ready machine learning solutions is the failure to identify the appropriate data assets. In evaluating the data assets to be used for your project, use the Data Iceberg Model approach to determine the underlying (i.e. not visible) structures that triggered the creation of the dataset. The following Data Iceberg Model can be used to evaluate the quality & limitations of the data used to train your machine learning models.
The Iceberg Model for Problem-Solving
The iceberg model is a systems thinking tool that can be used to uncover the patterns, structures, and mental models that trigger problematic events.
The Iceberg (Worksheet)
Employing The Iceberg Method to problem-solving will lay a foundation for creating long-term, sustainable solutions.