Browsing Tag
data
3 posts
Skills Needed to Solve Problems with Data : Getting Started
If you're interested in a career as a data analyst or data scientist, here are some fundamental skills to develop ...
Unstructured data – Opportunities, Challenges, Dangers + Homework
It is estimated that 80% of new data generated is unstructured, largely driven by audio, video and rich media content. Here are a few opportunities and challenges presented with increased availability and use of unstructured data.
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.