Debugging SageMaker Endpoints With Docker
An Alternative To SageMaker Local Mode- 28621Murphy ≡ DeepGuide
The Fallacy of Complacent Distroless Containers
Making containers smaller is the most popular practice when reducing your attack surface. But how real is this sense of security?- 26386Murphy ≡ DeepGuide
Virtualization & Containers for Data Science Newbies
Virtualization makes it possible to run multiple virtual machines (VMs) on a single piece of physical hardware. These VMs behave like independent computers, but share the same physical computing power. A computer within a computer, so to speak. Many cloud- 25161Murphy ≡ DeepGuide
Why Data Scientists Should Care about Containers — and Stand Out with This Knowledge
“I train models, analyze data and create dashboards — why should I care about containers?” Many people who are new to the world of data science ask themselves this question. But imagine you have trained a model that runs perfectly on your laptop. However,- 28385Murphy ≡ DeepGuide
Kubernetes — Understanding and Utilizing Probes Effectively
Why proper configuration and implementation of Kubernetes probes is vital for any critical deployment- 24199Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag