About 8 months ago I began to develop an instructor led Ansible Workshop that could be led from my place of work. We have a mini-datacenter lab and I found…
Training neural networks is an iterative process that can be very timeconsuming. Rarely do you get the optimal model on your first training run. You try a set of hyperparameters then…
This year would have been our 5th annual Dev Day. Sadly, Dev Day will not be taking place in 2020. We would have loved to put on another memorable event,…
As I begin to wind down the VMware webinar series, I wanted to bring all the content I have been working on for this series into a single blog write-up. …
Machine learning and deep learning are not trivial subjects. The breadth of the material is pretty amazing. How in the world can we wrap our heads around this mass of…
In this two part series, I discuss what I consider to be two of the most important hyperparameters that are set when training convolutional neural networks (CNNs) for image classification or object detection. These are learning rate and batch size. …
