Browsing Tag
datascience
4 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 ...
Artificial Intelligence : 4 Key Challenges Facing Engineers
The internet is filled with stories of AI that resulted in negative human impact and unintended consequences. If you are developing or plan to develop artificial intelligence solutions, here are some questions for your consideration:
Agile Machine Learning
The future of software is being driven by intelligent applications. By the year 2020, more than 85% of…
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.