Back in April 2019, I gave a presentation at Strata AI on a prototype API to track model development metadata for reproducibility using a simple 3-layer 2D CNN for a basic image classification
For a prototype model I'm writing that involves a multi-class problem with facial images, I've found the need to use some basic Python code to organize my image files and partition them into
I tend to focus a lot on how the data is wired, snipped, and prepared for models. I think the preprocessing steps of data lay the foundations by which all models are built
I'm starting to do a lot more with GPUs. At my company, I'm one over several data scientists that routinely access our cluster of 4 Titan cards. It's an older cluster, but we're
It's been a very long time since my last blog post, although I've been updating this one http://tm3.ghost.io/2017/10/12/kibana-dashboard-for-amazon-food-reviews/, as recently as yesterday under the "Troubleshooting&
Fantastic! You finally followed all the tutorials and stood up your first Amazon AMI Deep Learning Notebook. https://aws.amazon.com/blogs/machine-learning/get-started-with-deep-learning-using-the-aws-deep-learning-ami/ https://livebook.manning.com/#!/book/deep-learning-with-python/appendix-b https://kenophobio.