List: CloudDev | Curated by George Davila Durendal

Jan 8, 2024

24 stories

CloudDev
In
TDS Archive
by
James Briggs
How to Deploy Docker Containers to The CloudDocker and Google Cloud Platform make sharing your work with the world easy
Sep 18, 2020
1
Sep 18, 2020
1
Navaneeth Kt
How to deploy a containerized ML app on Google compute engine with GPUIn this blog post i’m explaining how to deploy your Machine Learning webapps that needs GPU to work, on Google compute engine with GPU.you…
Jun 23, 2019
Jun 23, 2019
Taylor Hughes
How to deploy an existing Docker container project to Google Cloud Run with the minimum amount of…Hi, I’m Taylor Hughes. I’m a software engineer. I have shipped apps and built teams at Facebook, Google, Clubhouse and a bunch of start-ups…
Apr 14, 2023
5
Apr 14, 2023
5
In
TDS Archive
by
Alexander Mueller
Python Plotting API: Expose your scientific python plots through a flask APIIn my daily work as a data scientist, I often have the need to integrate relatively complex plots into back-office applications. These…
Dec 24, 2018
6
Dec 24, 2018
6
Gautham Senthilnathan
Colab+GCP Compute — how to link them togetherA short step by step tutorial on setting up a configurable backend for your Colab notebooks.
Aug 4, 2019
7
Aug 4, 2019
7
Rihab Feki
Deploying Machine Learning models with Streamlit, FastAPI and DockerA step by step guide to put your ML model into production
Sep 6, 2021
3
Sep 6, 2021
3
In
TDS Archive
by
Tuhin Srivastava
Deploy Any ML Model to Any Cloud PlatformIntroducing Truss, an open-source library for model packaging and deployment
Jul 29, 2022
2
Jul 29, 2022
2
Prakhar Mishra
Text Generation using GPT-J with Hugging Face 🤗 and SegmindCode Generation using GPT-J
Jun 23, 2022
Jun 23, 2022
In
Generative AI
by
Fabio Chiusano
Deploy a PyTorch Model with Flask on GCP Vertex AIA full guided example of deploying a PyTorch model on GCP
Jun 28, 2022
Jun 28, 2022
Andrey Senin
OpenCV GPU on Google CloudUsing a cloud virtual machine for running computationally expensive experiments is a great alternative to a personal GPU rig if you’re…
Dec 26, 2020
Dec 26, 2020
yanis labrak
MLOps: Industrialize your computer vision models using Docker and REST API#MachineLearning #HugsVision #HuggingFace #MLOps #DevOps #REST #API #ComputerVision #Docker
Jan 23, 2022
Jan 23, 2022
In
TDS Archive
by
Dmitri Azarnyh
Custom AWS SageMaker: Train and Deploy Fake Tweets predictor
May 23, 2021
May 23, 2021
In
TDS Archive
by
Nikola Kuzmic
How to Deploy a Flask API on AWS ECS (Part 3)Step-by-step guide on how to Dockerize a Flask API & deploy it on AWS ECS
Aug 31, 2021
Aug 31, 2021
In
TDS Archive
by
Jeremy Zhang
Deploy a Python API on AWSFlask + Lambda + API Gateway
Sep 19, 2020
Sep 19, 2020
In
Level Up Coding
by
Stefano Giannattasio
How to Deploy a Flask Application on Amazon EC2In this short guide, I will try to show you how you can easily deploy a flask application on an Amazon EC2 instance and make it reachable…
May 6, 2021
May 6, 2021
In
TDS Archive
by
Suhyun Kim
Deploying your ML models to AWS SageMakerFor the 2021 Summer Olympics, we created this web app to predict the score that a human judge would give to a diving video. We made our app…
Dec 21, 2021
1
Dec 21, 2021
1
In
SageMaker Endpoint to API gateway step by step
by
Annabel Pan
SageMaker Endpoint to API gateway step by stepWalk you through step by step in AWS SageMaker from creating an endpoint in your model to generating an API gateway ARN for your app…
Oct 20, 2020
1
Oct 20, 2020
1
Kaushal Trivedi
Train and deploy the Mighty BERT based NLP models using FastBert and Amazon SageMakerTransformer models for Production — Train, Deploy, Repeat!!!
Sep 12, 2019
7
Sep 12, 2019
7
In
The Pythoneers
by
Amit Chauhan
AWS Lambda: Serverless Compute on AWS Cloud with Practical ExampleMonitoring and logging your lambda functions in DevOps operation
Feb 12, 2022
Feb 12, 2022
In
Level Up Coding
by
Valon Januzaj
Deploy a dockerized FastAPI application to AWSYou’ve created your FastAPI application and now you want to make it public by deploying it? — No worries got that covered.
In this article…
Nov 15, 2020
2
Nov 15, 2020
2

CloudDev

How to Deploy Docker Containers to The Cloud

Docker and Google Cloud Platform make sharing your work with the world easy

How to deploy a containerized ML app on Google compute engine with GPU

In this blog post i’m explaining how to deploy your Machine Learning webapps that needs GPU to work, on Google compute engine with GPU.you…

How to deploy an existing Docker container project to Google Cloud Run with the minimum amount of…

Hi, I’m Taylor Hughes. I’m a software engineer. I have shipped apps and built teams at Facebook, Google, Clubhouse and a bunch of start-ups…

Python Plotting API: Expose your scientific python plots through a flask API

In my daily work as a data scientist, I often have the need to integrate relatively complex plots into back-office applications. These…

Colab+GCP Compute — how to link them together

A short step by step tutorial on setting up a configurable backend for your Colab notebooks.

Deploying Machine Learning models with Streamlit, FastAPI and Docker

A step by step guide to put your ML model into production

Deploy Any ML Model to Any Cloud Platform

Introducing Truss, an open-source library for model packaging and deployment

Text Generation using GPT-J with Hugging Face 🤗 and Segmind

Code Generation using GPT-J

Deploy a PyTorch Model with Flask on GCP Vertex AI

A full guided example of deploying a PyTorch model on GCP

OpenCV GPU on Google Cloud

Using a cloud virtual machine for running computationally expensive experiments is a great alternative to a personal GPU rig if you’re…

MLOps: Industrialize your computer vision models using Docker and REST API

#MachineLearning #HugsVision #HuggingFace #MLOps #DevOps #REST #API #ComputerVision #Docker

Custom AWS SageMaker: Train and Deploy Fake Tweets predictor

How to Deploy a Flask API on AWS ECS (Part 3)

Step-by-step guide on how to Dockerize a Flask API & deploy it on AWS ECS

Deploy a Python API on AWS

Flask + Lambda + API Gateway

How to Deploy a Flask Application on Amazon EC2

In this short guide, I will try to show you how you can easily deploy a flask application on an Amazon EC2 instance and make it reachable…

Deploying your ML models to AWS SageMaker

For the 2021 Summer Olympics, we created this web app to predict the score that a human judge would give to a diving video. We made our app…

SageMaker Endpoint to API gateway step by step

Walk you through step by step in AWS SageMaker from creating an endpoint in your model to generating an API gateway ARN for your app…

Train and deploy the Mighty BERT based NLP models using FastBert and Amazon SageMaker

Transformer models for Production — Train, Deploy, Repeat!!!

AWS Lambda: Serverless Compute on AWS Cloud with Practical Example

Monitoring and logging your lambda functions in DevOps operation

Deploy a dockerized FastAPI application to AWS

You’ve created your FastAPI application and now you want to make it public by deploying it? — No worries got that covered. In this article…

George Davila Durendal