This course will teach you how you can build and train regression, classification, and forecasting models using Databricks AutoML. AutoML automates data preparation and model training thus allowing you to build models with little to no code.

Automate machine learning workflows with Azure Machine Learning pipelines, Azure Pipelines, and GitHub Actions.

Explore how to automate machine learning pipelines using Apache Airflow. Learn how to schedule, monitor, and manage end-to-end workflows for ML tasks, streamlining model training, evaluation, and deployment in production environments.

Deploy multiple containers to an Azure Kubernetes Service cluster with Azure Pipelines.

After you've developed your app with embedded Power BI analytics, a final consideration might be to automate the management of your solution. Automation can result in faster and more accurate solution management. Three libraries are available for you to use to develop an automation solution.

Learn how to automate repetitive tasks using Large Language Models (LLMs). Streamline workflows, create bots, and enhance productivity with AI-driven automation.

You'll be able to deploy Desired State Configuration (DSC) extensions, implement those extensions to remediate noncompliant servers, and use custom script extension.

Learn how to deploy JSON Azure Resource Manager (ARM) templates by using Azure PowerShell, the Azure CLI, and GitHub Actions. Use linked templates to break down complex templates into templates that are more modular.

Learn how to use the cross-platform Azure CLI to create a virtual machine in Azure, and use a custom script to install and configure a web server. Automate the installation of PHP and the creation of a dynamic home page, then use a web browser to test your installation.

This course introduces individuals to the ZAP API and teaches you how it can be used in conjunction with python to set up automated scanning of web applications.

Learn Ansible with some real life examples of how to use the most common modules and Ansible Playbook

Learn how to perform the orchestration of an advanced workflow using the AWS cloud service Step Functions with a practical project.