Subject

Operations & Cloud

GitOps and Kubernetes: an overview

In this video, Billy, Alexander, Todd, and Jesse explain key concepts and walk you through demos of GitOps and Kubernetes.

Infrastructure as Code: using Terraform to deploy Kubernetes and microservices

In this video, Ashley Davis demonstrates how to upgrade your infrastructure through code using Terraform.

Azure Data Lake Analytics – Writing and Running Jobs

In this video, seasoned IT professional Richard Nuckolls dives into writing and running Azure Data Lake Analytics jobs.

Ingesting Data

By Vlad Riscutia

This is an excerpt from chapter 2 of my book — Data Engineering on Azure — which deals with storage. In this article we’ll look at a few aspects of data ingestion: frequency and load type, and how we can handle corrupted data. We’ll use Azure Data Explorer as the storage solution, but keep in mind that the same concepts apply regardless of the data fabric used. Code samples are omitted from this article, but are available in the book. Let’s start by looking at the frequency with which we ingest data.

Applying VACUUM to Data

From Cloud Native Machine Learning by Carl Osipov

The goal of this article is to teach you the data quality criteria you should use across any machine learning project, regardless of the dataset. This means that this part deals primarily with concepts rather than code.

Pandas in One Hour

In this video, Boris Paskhaver showcases the high-level features of the Pandas library.

How to Secure Data in AWS S3 (and still use it)

In this video, Stephen explains how you can secure your data in AWS S3 and still use it.

Istio Ingress Gateway

A Chief Architect of cloud applications at Red Hat, Christian Posta, demonstrates why it’s important to have very fine-grained control over what traffic enters your service-mesh cluster and how to use the Istio Gateway to do this.

Secrets Management with Terraform

In this video, Scott Winkler shows you how to manage your secrets securely with Terraform.

© 2021 Manning — Design Credits