PluralSight – Create And Publish Pipelines For Batch Inferencing With Azure

PluralSight – Create And Publish Pipelines For Batch Inferencing With Azure Bookware-KNiSO
English | Size: 384.13 MB
Category: Tutorial


This course will teach you how to use the Azure Machine Learning service to build and run ML pipelines using the drag-and-drop designer interface. You will cover the publishing and deployment of pipelines for batch and real-time inferences

Linux Academy – Google Cloud CI/CD Pipelines (GCP DevOps Engineer Track Part 3)

Linux Academy – Google Cloud CI CD Pipelines (GCP DevOps Engineer Track Part 3)
English | Size: 3.33 GB
Category: Tutorial


Let’s learn about the CI/CD Pipeline.
The CI/CD Pipeline has become an integral part of DevOps culture. There are a variety of tools and techniques for implementing such a pipeline. This course will provide you with hands-on experience building out a CI/CD pipeline from start to finish. It begins with source control management and ends with a fully-orchestrated pipeline using Jenkins and Kubernetes, complete with self-healing, autoscaling, and canary testing functionality.

Linux Academy – Deployment Pipelines using GitHub Actions

Linux Academy – Deployment Pipelines using GitHub Actions-APoLLo
English | Size: 1.21 GB
Category: Tutorial


This course is a hands-on learning experience designed to familiarize the student with GitOps. GitOps is a unique approach to automating DevOps pipelines. It utilizes a version control system to create and maintain the infrastructure as well as the application source code. This course demonstrates how Flux is used to keep Kubernetes clusters synchronized with GitHub and GitLab repositories.

Pluralsight – How To Orchestrate Your Ml Pipelines In Hybrid Cloud

Pluralsight – How To Orchestrate Your Ml Pipelines In Hybrid Cloud-NOLEDGE
English | Size: 107.70 MB
Category: TUtoiral


Notes: Big Data LDN 2019 | How to Orchestrate Your ML Pipelines in Hybrid Cloud | David Sabater Dinter This talk shows how to integrate Airflow, Tensorflow Extended, and Kubeflow Pipelines to create a production ready Machine Learning pipeline in hybrid cloud David Sabater Dinter will introduce these open source frameworks and run a demo in Google Cloud Platform to show how powerful these frameworks are together for hybrid cloud solutions