Mike MoritzinTowards Data ScienceServerless TensorFlow workflow with EC2 auto-trainingLeverage TensorFlow.js to keep serverless deployments small, and offload intensive training jobs to temporary EC2 spot instancesOct 12, 20191Oct 12, 20191
Mike MoritzinTowards Data ScienceKeras Hyperparameter Optimization in the CloudEfficiently search a large parameter space in the cloud using Talos and DockerJun 26, 2019Jun 26, 2019
Mike MoritzRunning TensorFlow on AWS Lambda using ServerlessFor smaller workloads, serverless platforms such as AWS Lambda can be a fast and low-cost option for deploying machine learning models.May 4, 20194May 4, 20194
Mike MoritzUsing Docker Compose to deploy a lightweight Python REST API with a job queueDocker is a great platform for deploying large scale distributed enterprise applications, and the same benefits can be applied for simple…Apr 22, 20193Apr 22, 20193
Mike MoritzUsing Apache Zeppelin with SQL ServerA tale of abandoning Jupyter (gasp!) and getting Linux to play nice with WindowsMar 24, 2019Mar 24, 2019