Cloud Computing Courses and Certifications

Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh

Learn to implement canary releases for TensorFlow models using Kubernetes and Anthos Service Mesh, enhancing deployment strategies and reducing risks in machine learning projects.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Exploring Cost-optimization for GKE Virtual Machines

This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab, you’ll learn how to determine and select the the most cost effective machine type for a GKE application. You will also explore the pros and cons of a multi-zonal…

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Creating Permanent Tables and Access-Controlled Views in BigQuery

This is a self-paced lab that takes place in the Google Cloud console. This lab focuses on how to create new permanent reporting tables and logical reviews from an existing ecommerce dataset.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Create an Internal Load Balancer

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you create two managed instance groups in the same region. Then, you configure an Internal Load Balancer with the instances groups as the backends.

• Coursera
• 50 minutes
• Self-Paced
• Paid Course

Network Tiers - Optimizing Network Spend

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you create one VM in the premium network service tier (default) and one VM in the standard network service tier. Then you compare the latency and routes for each VM insta…

• Coursera
• 30 minutes
• Self-Paced
• Paid Course

Cloud Scheduler: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll create a recurring Cloud Scheduler job that specifies a Pub/Sub topic as the job target.

• Coursera
• 30 minutes
• Self-Paced
• Paid Course

Using Role-based Access Control in Kubernetes Engine

This is a self-paced lab that takes place in the Google Cloud console. After provisioning two service accounts to represent user personas and three namespaces for dev, test, and prod, you will test the access controls of the personals in each namespace.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Redacting Sensitive Data with the DLP API

This is a self-paced lab that takes place in the Google Cloud console. Redacting Sensitive Data with the DLP API

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Connect to Cloud SQL from an Application in Kubernetes Engine

Deploy a Kubernetes Engine cluster and connect it to a Cloud SQL Postgres instance using Cloud SQL Proxy, enabling seamless communication between applications and databases.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Scale VM-Series to secure Google Cloud Networks

This is a self-paced lab that takes place in the Google Cloud console. Secure Google Cloud hub-and-spoke topology with VM-Series at scale.

• Coursera
• 55 minutes
• Self-Paced
• Paid Course

Guided Project: Get Started with Containers and Registries V2

Easily learn how to use Docker, a key platform used to manage containers. This hands-on guided project teaches you the fundamentals of Docker in under an hour. Beginner-friendly, this project is appropriate for anyone starting out in app development.

• edX
• 1 week
• Self-Paced
• Free Online Course (Audit)

Amazon Macie - Getting Started

Discover and protect against data security risks with Amazon Macie. Learn benefits, concepts, architecture, and hands-on console usage to simplify risk protection for your organization.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Getting Started with Amazon Keyspaces (for Apache Cassandra)

Learn to run Cassandra workloads on AWS using Amazon Keyspaces. Explore benefits, technical concepts, and built-in features for scalable, high-performance database operations.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Serverless Data Processing with Dataflow: Operations

In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model.

• edX
• 3 weeks, 3-5 hours a week
• Self-Paced
• Free Online Course (Audit)

Log Analytics on Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to use Cloud Logging to analyze your logs.

• Coursera
• 1 hour
• Self-Paced
• Paid Course