Deeplearning state-of-the-art in Azure with opensource | Enrique Catalá Bañuls | AzConfDev2021

Title: Deeplearning state-of-the-art in Azure with opensource: From transfer learning to production in AKS Description: In this session we will use Azure to make the full story from the Idea to Production of a deeplearning project. We will create and configure an Azure VM with CUDA hardware to make finetuning of a NLP state-of-the-art model with our own dataset. With the output of the finetuning, we will create a FastAPI docker image and finally we will be creating and configuring an Azure Kubernetes Services on which we will be deploying our new model using CUDA enabled nodepools to make the inference. We will be using the full stack opensource available in Azure and will be playing with Spacy, pytorch, python, FastAPI, Azure Kubernetes Services, CUDA hardware and terraform :) #AzConfDev#Deeplearning #AzConf2021 #AzConf #AzureWorkshop #Workshop #NLP #Kubernetes #python #pytorch #Spacy #terraform #AzureAKS GitHub : https://github.com/azconfdev Website : https://www.azconf.dev/ Facebook: https://www.facebook.com/azconfdev Twitter: https://twitter.com/AzConfDev LinkedIn: https://www.linkedin.com/company/azconfdev

Видео Deeplearning state-of-the-art in Azure with opensource | Enrique Catalá Bañuls | AzConfDev2021 автора Python разработка системы управления проектами