Incorporating machine learning into data pipelines increases the ability of businesses to extract insights from their data. This course covers several ways machine learning can be included in data pipelines on Google Cloud depending on the level of customization required. For little to no customization, this course covers AutoML. For more tailored machine learning capabilities, this course introduces Notebooks and BigQuery machine learning (BigQuery ML). Also, this course covers how to productionalize machine learning solutions using Kubeflow. Learners will get hands-on experience building machine learning models on Google Cloud using QwikLabs. This is the fourth course of the Data Engineering on Google Cloud series.

This course will teach you the fundamentals of Spinnaker, such as installation and configuration, use, operation, and troubleshooting.

This course is about working with Apigee, an API management platform that enables providers to design, secure, deploy, monitor, and scale APIs. Acquired by Google in 2016, Apigee is popular and works seamlessly with Google App Engine.

Terraform is an amazing toolset for automating infrastructure in the public and private cloud. This course will teach you the fundamentals of Terraform to deploy infrastructure in a consistent, repeatable manner across multiple services.

Terraform is an amazing tool for automating infrastructure in the public and private cloud. This course will teach you the advanced Terraform concepts and functionality needed to take your skills to the next level.

In this IT Ops session, you’ll learn about load balancer as a service (LBaaS), a cloud-based solution for distributing incoming traffic across multiple backend servers.

Join this session to learn about the evolution of API gateways over the past ten years, current challenges, strategies for exposing Kubernetes services and APIs at the edge of your system, and a guide to the future of cloud native API gateways.

Come to this session to see how to perform a distributed tracing in your application using Jaeger with Opentracing.

Understanding Your Google Cloud Costs is most suitable for those working in a technology or finance role who are responsible for managing Google Cloud costs.

This course discusses the upgrade process for Apigee hybrid, and teaches you how to monitor and troubleshoot the hybrid runtime plane components.

This course will teach you Veeam backup and replication which will include backup, replication, and off-site capabilities.

New to virtualization? Well this is a great entry level virtualization course made for you. Learn exactly what virtualization is, how it helps you, the various forms of virtualization, and where to go to learn more.