Machine Learning Model as a service

This article aims to explain and show how to deploy a pretrained model as a service running on AWS lambda
Chee Yeo
March 21, 2021 devops, machine-learning, mlops, mxnet, terraform

Testing Machine Learning Projects in Tensorflow 2.0+

Quick guide on how to test your machine learning projects in tensorflow 2.0
Chee Yeo
March 1, 2021 machine-learning, pytest, tensorflow-2.0, testing

Building / Compiling MXNet errors

Common errors encountered with building MxNet
Chee Yeo
January 12, 2021 machine-learning, mxnet

Testing ElasticSearch with pytest

How to test elasticsearch document models in python with mocking
Chee Yeo
January 8, 2021 elasticsearch, pytest, python

Tensorflow 2.0 - Dataset

Introduction to using tf.data.Dataset
Chee Yeo
April 8, 2020 dataset, machine-learning, tensorflow