5 Matching Annotations
- Dec 2020
-
www.infoq.com www.infoq.com
-
This short article provides a good overview of NoSQL concepts with a number of good references to go deeper.
Tags
Annotators
URL
-
-
www.sciencedirect.com www.sciencedirect.com
-
The theme and motivation in this paper is that Auto-ML can streamline building machine learning models by non-experts in healthcare. What is not clear is why they need to. A more prevalent question is how to streamline use of algorithms based on machine/deep learning in healthcare setting.
-
This is a good manuscript to assign as a reading to the Machine Learning for Medical Applications course
-
Overall, this is a good overview of what is out there vis-a-vis Auto-ML, associated concepts, and variations.
-
-
machinelearningmastery.com machinelearningmastery.com
-
Central to the approach is defining a large hierarchical optimization problem that involves identifying data transforms and the machine learning models themselves, in addition to the hyperparameters for the models
Essentially, python auto-ml library does the leg-work for building the model and optimizing its macro structure
-