What is ONNX?
Some time ago I wrote an article about comparing the performance of the TensorFlow runtime versus the ONNX runtime. In that article I showed how to improve inference performance greatly by simply converting a TensorFlow neural network to ONNX and running it using the ONNX runtime. I didn’t explain what ONNX actually is, this article […]
Explainable Machine Learning
Review of explainability techniques. Do they suffice our needs? In the past 6 months, I have spoken to representatives of nearly a hundred companies and had insightful conversations about the data science activities in their organizations. Besides discovering and rediscovering many times how many businesses underestimate the hurdle of deploying, upscaling, and monitoring their machine […]
Introduction to cloud computing for Data Scientists #1
At Dutch Analytics, we are a big fan of the cloud. It offers us the resources and flexibility we require, without the hassle of maintenance. But we notice that for many of our clients, computing in the cloud seems like a daunting task. We also see that as most Data Scientists start out in a […]