Docker
Artificial Intelligence
From Chaos to Consistency: Docker for Data Scientists Background What’s Docker? Docker Technical Features Installing Docker Deploying With Docker Example Summary & Further Thoughts References & Further Reading Connect With Me!
An introduction and application of Docker for Data ScientistsWe also used the ls command to point out all of the files within the Docker working directory.Docker and containers are implausible tools to make sure...
Artificial Intelligence
Sending Docker Images to Amazon ECR using jenkins pipeline →Aws part 11 Create a Jenkins Pipeline: Here’s is code given below :
To establish Jenkins to push Docker images to Amazon Elastic Container Registry (ECR) with Jenkins pipeline script, you possibly can follow the steps outlined below:Install the needed plugins:a. AWS Steps Plugin - This plugin...
Artificial Intelligence
Deploy ML Models with AWS Lambda & Ephemeral Storage Prerequisites 1. ML Model 2. Lambda Function 3. Docker Image 4. Infrastructure Limitations and making the Solution scalable
It's important to offer enough memory_size to the Lambda in addition to a big enough ephemeral_storage_size. Furthermore, we want to point the PYTORCH_TRANSFORMERS_CACHE directory to the /tmp directory to permit the Transformers library to...
Artificial Intelligence
Introduction to ML Deployment: Flask, Docker & Locust Introduction What’s “deployment” anyway? Setup Project Overview What’s Flask? Create Flask App Containerise Flask App Test Flask App Summary
Learn deploy your models in Python and measure the performance using LocustLooks just like the breaking point of my local server is ~ 180 concurrent users. That is a very important piece of...
Recent posts
