How deeply does Machine Learning Platform Engineering cover Helm?

Explains chart structure and operational commands, but stops short of detailed template syntax or release upgrade behavior.

Helm

As explained in Machine Learning Platform Engineering

Helm is a package manager for defining, installing, upgrading, and managing applications on Kubernetes.

Helm packages a Kubernetes application as a chart so deployments, ConfigMaps, secrets, services, and related objects can be installed and maintained together. Charts combine Kubernetes object templates with customizable values, typically stored in values.yaml. section 3.3.6

Installing Redis

Add the Bitnami repository, create a namespace, and install Redis with helm install. The resulting release exposes its namespace, revision, chart version, and deployed status, while kubectl verifies running master and replica pods.

How Machine Learning Platform Engineering covers it

Cover of Machine Learning Platform Engineering

liveBook manning.com

Read Machine Learning Platform Engineering on liveBook Get the book at manning.com

Also explained in

liveBook manning.com

Acing the Certified Kubernetes Administrator Exam, Second EditionHelm is a package manager for installing, configuring, and upgrading applications on Kubernetes.
liveBook manning.com

Platform Engineering on KubernetesHelm is a package manager for Kubernetes applications that packages, configures, and manages deployments through charts and releases.

Compare how 3 books explain Helm →

Related concepts

Kubernetesuses · Kubernetes is an open-source platform for orchestrating and automating the deployment, scaling, and management of containerized workloads across computing clusters.
Helm chartuses · A Helm chart is a versioned package of templated Kubernetes resource definitions, configuration values, and metadata for deploying an application or service.
Kubernetes APIuses · The Kubernetes API is the programmatic interface through which clients and components define, query, modify, and manage Kubernetes resources and cluster state.
Kustomizealternative to · Kustomize is a Kubernetes-native configuration customization tool that composes and transforms resource manifests from reusable bases, overlays, and patches without general-purpose templating.
templating languageuses · A templating language combines predefined templates with supplied data, values, or expressions to generate text or structured output.
templateuses · A template is a reusable structure with fixed elements and variable parts for creating or generating similar content, outputs, or artifacts.

This explainer was generated by Manning's knowledge graph from the text of Machine Learning Platform Engineering. The section links point to the parts of the book it draws on.