In this episode of DevOpsLab, Abel and Dan discuss the different integration points between Azure Boards and GitHub. 

We will answer the questions of: Why use Azure Boards for planning and GitHub for code? What are the benefits of using them both together and what is the Azure Boards App in GitHub? What problem does it solve? What are the open source actions for and how to use them?

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Create a Free Azure DevOps Account

Data & ML projects bring many new complexities beyond the traditional software development lifecycle.

Unlike software projects, after they were successfully delivered and deployed, they cannot be abandoned but must be continuously monitored if model performance still satisfies all requirements.

Furthermore, we can always have new data with new structural and/or statistical characteristics that can break our pipelines or alter model performance.

During this webinar Emanuele Viglianisi, Data Engineer at Runtastic will show how Runtasic is using CI/CD templates during their day to day development to run, test and deploy their pipelines directly from PyCharm IDE to Databricks.

Emanuele will present the challenges Runtastic has faced and how they successfully solved them by integrating the CI/CD template in their workflow.

In this episode of CodeStories, Sherry List, Azure Developer Engagement Lead, visits Marilag Dimatulac, a Filipina tech entrepreneur living in Copenhagen. Marilag give us a tour around her home and shares her story, to inspire us to become happy developers.

She also gives us an insight on what she does as a cloud architect, including designing event driven applications and increasing developer velocity through devops practices

Here’s a deep dive into understanding how you can leverage individual credits for enterprise work, and drive innovation for lasting impact.  We’ll look at how you can use these subscriptions, their benefits and how you can enable various security scenarios and protocols leveraging Azure AD.

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You probably know that Azure Container Registry enables you to store and manage container images securely, but did you know it can also be used as a part of your DevOps pipelines?

Jeremy Likness shows Scott Hanselman how ACR can manage your images and even build them for you in the cloud.

Time index:

  • 0:00 – Overview
  • 1:57 – Generating a Dockerfile and building a container
  • 6:24 – Running the container with Azure Container Instances
  • 10:17 – Using container images in ACR as part of a build pipeline
  • 13:05 – Wrap-up

Related links:

Programming with Mosh provides this Git tutorial for beginners.

TABLE OF CONTENTS

0:00:00 Introduction
0:00:35 What is Git?
0:03:07 Using Git
0:06:11 Installing Git
0:07:38 Configuring Git
0:12:43 Getting Help
0:13:35 Cheat Sheet
0:14:05 Taking Snapshots
0:14:38 Initializing a Repository
0:17:10 Git Workflow
0:21:46 Staging Files
0:25:24 Committing Changes
0:27:37 Committing Best Practices
0:30:21 Skipping the Staging Area
0:31:46 Removing Files
0:33:48 Renaming or Moving Files
0:36:06 Ignoring Files
0:42:41 Short Status
0:45:33 Viewing the Staged and Unstaged Changes
0:50:33 Visual Diff Tools
0:55:27 Viewing the History
0:57:39 Viewing a Commit
1:01:37 Unstaging Files
1:04:28 Discarding Local Changes
1:06:17 Restoring a File to an Earlier Version