Turning Machine Learning models into online apps with GitLab ...

Turn ML Models into Online Apps with GitLab DevSecOps Platform

In this demo, we'll show you an example of turning machine learning (ML) models into online apps with GitLab DevSecOps Platform and Vertex AI.

Turning Machine Learning models into online apps with GitLab DevSecOps Platform and Vertex AI. 3 minutes demo Use Merge Requests to update ...

Building Machine Learning apps with GitLab, Streamlit ... - YouTube

Building Machine Learning apps with GitLab AI-Powered DevSecOps Platform Link to the demo project: https://go.gitlab.com/Pxkqvw Check out ...

Build an ML app pipeline with GitLab Model Registry using MLflow

Learn how to manage your ML apps entirely through GitLab with this tutorial. Also discover the role machine learning operations, or MLOps, ...

How to Automate Machine Learning Model Publishing ... - Bomberbot

An overview of ML model publishing and the Gitlab Package Registry · Setting up your Gitlab repository · Structuring your model training code for automation ...

Top Artificial Intelligence AI Courses from GitLab - MarkTechPost

This course demonstrates how to transform machine learning (ML) models into online apps using the GitLab DevSecOps Platform and Vertex AI. It ...

Machine learning model experiments - GitLab Documentation

Machine learning experiment tracking enables them to log parameters, metrics, and artifacts directly into GitLab, giving easy access later on.

Course Catalog - GitLab University

... to maximize GitLab for team plann… View Course · Microlearning. Turn ML Models into Online Apps. Video. Itzik Gan-Baruch. In this demo, we' ...

Leverage GitLab To Automate Machine Learning Pipelines - YouTube

Speakers: William Galindez Arias Leverage the power of Gitlab to automate tasks in Machine learning Pipelines, adopting DevOps to step-up ...

Setup Gitlab CI/CD for Machine Learning Project | by AC - Medium

This article demonstrates a basic configuration for CI/CD on Gitlab. Continous Integration and Continous Development are terms that describe an end-to-end ...

Remote training with GitLab-CI and DVC - codecentric AG

From a technology point of view we use an EC2 instance on AWS for the training of the model. The automation is implemented via a GitLab-CI ...

Building a Web Application to Deploy Machine Learning Models

The focus of this post is building a web app around our Machine Learning model for others to try. We will go through some Web programming techniques such as ...

How to Deploy a Machine Learning Model to the Web

We will build the app, integrate the model, and deploy it to Heroku with Git and GitHub. I'd also share some alternative tools and frameworks to ...

Model registry - GitLab Documentation

Create machine learning models by using the UI ... To create a new machine learning model by using the GitLab UI: ... Complete the fields: ... You can now view the ...

[D] Hosting a Machine Learning Model on the internet - Reddit

You can use Gradio to create a web app for your python model. You can run the generated app on your own server easily and add a domain in front ...

Mobile DevOps - GitLab Documentation

Use GitLab Mobile DevOps to build, sign, and release native and cross-platform mobile apps for Android and iOS using GitLab CI/CD on-premise or on GitLab.com.

Deploying your Keras model. Use Heroku and GitLab CI to… - Medium

Our tools · Flask — A python micro-framework which is easy to setup. · GitLab — Gitlab offers free private repositories for individuals and groups ...

Automating Machine Learning with GitHub Actions & GitLab CI, Elle ...

Automating Machine Learning with GitHub Actions & GitLab CI How continuous integration systems like GitHub Actions and GitLab CI can be used ...

How to use gitlab cache to store model weights for an ML pipeline?

I am using gitlab to host an python-Machine Learning pipeline. The pipeline includes trained weights of some model which I do not want to store in git.

Get started deploying and releasing your application | GitLab

To get started, create a new project or use an existing one, configure the GitLab Pages settings, and push your content to the repository. GitLab automatically ...