Basics & StandardsDeep Learning 101 - 2 of 2An introduction to neural networks, gradient descent, backpropagation, GPU acceleration, distributed training, and NCCL.
Basics & StandardsDeep Learning 101 - 1 of 2A practical primer on AI, machine learning, and deep learning, covering classic ML, learning paradigms, loss functions, and neural networks.
TutorialsTraining and Inference in SageMaker AIIn this post I introduced several ways to perform training and inference on SageMaker AI platform with simplistic dataset and algorithm
Tech ReviewsSageMaker AI and NetworkingThis post reviews the networking connectivity options for notebooks, inference endpoint and pipeline jobs in SageMaker AI.
Field NotesThe Leanest Web and Email HostingThis post discusses my current small business setup as the most cost-effective web and email hosting solution
Tech ReviewsFirewall Deployment PatternsFirewall deployment an important design area in cloud networking infrastructure. This article reviews a few firewall deployment patterns