Category: Production

Cortex v0.13: deploy machine learning models in production

From: https://towardsdatascience.com/cortex-v0-13-8cf8c0f94edd Two years ago, my colleague and I came across TensorFlow, and despite having no idea what backpropagation or hidden layers were, we decided it would be cool to build machine learning applications. We found an abundance of resources for learning the basics of training machine learning models, but less information about deploying models … Continue reading Cortex v0.13: deploy machine learning models in production →

Deploying your first Deep Learning Model: MNIST in production environment

From: https://towardsdatascience.com/deploying-your-first-deep-learning-model-mnist-in-production-environment-510bfdc4808d How you can deploy your MNIST model in production environment MNIST Dataset is a hello world dataset for most of the ML Enthusiast likes us. At some point everyone who has started their journey in this field or willing to start will come across this dataset and get their hands on for sure. It … Continue reading Deploying your first Deep Learning Model: MNIST in production environment →