Medium Articles
19 technical deep-dives and industry analysis
Posts
March 25, 2021
Working with Hugging Face models on Amazon SageMaker (opens in new tab)
February 14, 2020
Deploying Machine Learning Models with mlflow and Amazon SageMaker (opens in new tab)
December 22, 2019
A primer on Graph Neural Networks with Amazon Neptune and the Deep Graph Library (opens in new tab)
December 14, 2019
A first look at AWS Inferentia (opens in new tab)
December 14, 2018
A map for Machine Learning on AWS (opens in new tab)
July 28, 2018
Mastering the mystical art of model deployment (opens in new tab)
June 1, 2018
Gluon CV: add image classification, detection and segmentation to your application in minutes (opens in new tab)
May 14, 2018
Retraining SageMaker models with Chalice and Serverless (opens in new tab)
March 2018
Tumbling down the Stochastic Gradient Descent rabbit hole (2-part series) (opens in new tab)
February 5, 2018
Gluon: building blocks for your Deep Learning universe (opens in new tab)
February 1, 2018
Predicting world temperature with time series and DeepAR on Amazon SageMaker (opens in new tab)
January 16, 2018
Image classification on Amazon SageMaker (opens in new tab)
October 10, 2017
Building FPGA applications on AWS — and yes, for Deep Learning too (opens in new tab)
October 2017
Johnny Pi, I am your father (7-part series on AI robotics with Raspberry Pi) (opens in new tab)
April 2017
Training MXNet (5-part series) (opens in new tab)
April 2017
An introduction to the MXNet API (6-part series) (opens in new tab)
March 3, 2017
Exploring the GDELT data set with Amazon Athena (opens in new tab)
November 30, 2016
A hands-on look at the Amazon Rekognition API (opens in new tab)
April 14, 2015