Bootcamps

Structured programs that take you from the fundamentals to deployment. Hands-on, mentor-led and built around real projects.

Learn it all the way down

400+ hours of structured learning, real-world projects, mentors from the field and 200+ AI study assistants around the clock.

Bootcamps Featured

    The heavyweights
      Why these

      Pricing

      Flexible plans designed for every learner — from free trials to enterprise solutions. Invest in your future with transparent, value-driven pricing.

      Start learning for free

      Every course offers free trial access. Upgrade to a membership for unlimited learning, or explore our bootcamp and enterprise solutions for structured, mentor-led programs.

      Pricing Featured

      About

      Democratizing AI education for over 1 million learners worldwide. Built by engineers, researchers, and educators who believe in limitless potential.

      Our story

      Behind everything great that someone builds is the moment it finally made sense. We started Lunartech to give you more of those moments.

      About Featured

      Linux Foundation Certified Argo Project Associate

      Show you can work across the Argo project ecosystem. Workflows, CD, rollouts and events.

      4.9 out of 5 for LUNARTECH, from 100+ reviews10,000+ students

      Partners and press
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Overview

      Argo is four tools that work as one. This exam covers each of them.

      An Associate exam on the Argo Project: Workflows, CD, Rollouts and Events, with no prerequisites. Argo Workflows and Argo CD carry 36% and 34% of the exam, with Rollouts at 18% and Events at 12%. It is multiple-choice, online and proctored over 90 minutes, and the credential is valid for two years.

      11Modules
      90Minutes
      2Years valid
      7Roles
      What it tests

      Learn all the way down.
      Perform when it matters.

      Orchestrate workflows

      Understand workflow templates, specs and DAGs, generate and consume artifacts, and run data processing jobs.

      Sync with Argo CD

      Synchronize applications, configure Argo CD with Helm and Kustomize, and identify common reconciliation patterns.

      Roll out progressively

      Use progressive rollout strategies and describe analysis templates and AnalysisRuns.

      React to events

      Describe how Argo Events components and architecture trigger work in the cluster.

      Course outline

      Argo from batch jobs to rollouts,
      built up one project at a time.

      11 modules65 lessonsSelf-paced

      We design this course ourselves. Linux Foundation runs the exam and issues the credential, and LUNARTECH is independent of Linux Foundation.

      Argo is a family of Kubernetes-native tools that each own one job. You see how Workflows, CD, Rollouts and Events divide the work, how they extend Kubernetes through custom resources, and how a local cluster for learning is set up.

      • The Argo projects and the job of each
      • Kubernetes controllers and custom resources as the base
      • Installing Argo components on a local cluster
      • The command-line tools and web interfaces
      • How the projects combine in one delivery flow

      You build A local cluster with the Argo components installed and a diagram of how they connect.

      A workflow runs containers as steps on Kubernetes. You write a first workflow, pass parameters between steps, choose template types, and watch execution in the UI and the command line.

      • The Workflow resource and its entrypoint
      • Container, script and resource templates
      • Steps, in sequence and in parallel
      • Parameters and passing outputs between steps
      • Watching, logging and resubmitting runs
      • Retry strategies and timeouts

      You build A multi-step workflow that passes values between steps and retries a flaky one.

      Reuse keeps workflows maintainable. You read the workflow spec closely, factor common steps into WorkflowTemplates, run work on a schedule with CronWorkflows, and set limits and cleanup rules.

      • Reading the workflow spec field by field
      • WorkflowTemplates and ClusterWorkflowTemplates
      • Calling a template from another workflow
      • CronWorkflows and schedules
      • Resource limits, volumes and service accounts
      • Time-to-live and garbage collection

      You build A library of reusable workflow templates and a scheduled workflow that uses them.

      Real jobs have dependencies and files. You describe tasks and their dependencies as a DAG, fan work out and back in, pass files as artifacts through an artifact repository, and process data in parallel.

      • DAG templates, tasks and dependencies
      • Fan-out and fan-in with loops
      • Input and output artifacts
      • Configuring an artifact repository
      • Parallelism limits and resource control
      • A data processing job split across many pods

      You build A DAG workflow that splits a dataset, processes the parts in parallel and merges the results through artifacts.

      Argo CD keeps a cluster matching what Git says. You define an Application, point it at a source and a destination, sync manually and automatically, and read its health and status.

      • GitOps with Argo CD in outline
      • The Application resource: source and destination
      • Manual and automated sync
      • Prune and self-heal options
      • Health status and sync status
      • Sync waves and hooks

      You build An Application that deploys a sample service from Git and heals itself after a manual change.

      Most real applications are packaged. You deploy Helm charts and Kustomize overlays through Argo CD, set values per environment, and manage many applications at once.

      • Helm charts as an Argo CD source
      • Overriding Helm values per environment
      • Kustomize overlays as a source
      • The app-of-apps pattern
      • ApplicationSets for many clusters or environments
      • Choosing between Helm and Kustomize

      You build One Helm-packaged service deployed to development and production with different values, from a single definition.

      Reconciliation is Argo CD’s core job, and it needs rules. You read diffs, decide what to ignore, recognize common reconciliation patterns, and limit who can deploy what with projects and RBAC.

      • How Argo CD compares live and desired state
      • Reading a diff and resolving out-of-sync
      • Ignoring fields that controllers change
      • Rollback and history
      • Projects and RBAC for teams
      • Notifications for sync results

      You build A project definition that restricts a team to its repositories and namespaces, with sync notifications.

      A Deployment replaces pods, while a Rollout releases them with care. You write canary and blue/green strategies, pause and promote releases, and shift traffic gradually through an ingress or a mesh.

      • Why Rollouts instead of Deployments
      • Canary steps, weights and pauses
      • Blue/green with preview and active services
      • Traffic management with ingress and mesh
      • Promoting, aborting and rolling back
      • Watching a rollout in the CLI and dashboard

      You build A canary Rollout with weighted steps and a manual approval before full promotion.

      A rollout can judge itself. You define AnalysisTemplates that query metrics, run them as AnalysisRuns during a release, and let their results promote or abort it.

      • AnalysisTemplates and the metrics they query
      • Success conditions and failure limits
      • Inline and background analysis
      • Using Prometheus as a metric provider
      • How a failed AnalysisRun aborts a rollout
      • Designing metrics that detect a bad release

      You build A rollout that queries error rate and aborts itself when an AnalysisRun fails.

      Things happen outside the cluster, and Argo Events turns them into actions. You wire event sources to sensors through an event bus, and trigger workflows and other resources from what arrives.

      • The Argo Events architecture
      • EventSources: webhooks, repositories and calendars
      • The EventBus and how events flow
      • Sensors, dependencies and filters
      • Triggers: starting workflows and other resources
      • Securing and debugging event flows

      You build An event source and sensor that start a workflow whenever a repository receives a push.

      Join all four projects in one flow. A push raises an event, a workflow builds and tests, Argo CD syncs the new version, and a rollout releases it step by step while analysis watches.

      • Designing the end-to-end flow
      • Triggering with Events and building with Workflows
      • Syncing the release with Argo CD
      • Releasing with Rollouts and analysis
      • Handling failure at each stage
      • Reviewing the flow and its permissions

      You build A working flow in which a commit triggers a build, a sync and an analyzed canary release.

      Issued by
      Linux Foundation

      Certifying body · Independent of LUNARTECH

      Linux Foundation

      The Linux Foundation is a nonprofit that hosts open source projects, including Linux and Kubernetes. It runs the certification program itself, with online, proctored exams. Every certification in this list is valid for two years. LUNARTECH is independent of the Linux Foundation.

      How you get there

      Top-tier roles go to people who can do the work.
      Here’s how you get there.

      Know where you start.

      The Linux Foundation lists no prerequisites for this exam.

      Work through the course.

      Eleven modules, designed by LUNARTECH, at your own pace.

      Sit it with Linux Foundation.

      Linux Foundation runs the exam and issues the credential, so you register and book directly with them.

      Support

      Support at every stage.
      You won’t be working through this alone.

      Before you start

      Try it first.

      A 3-day free trial opens a selection of the content. Your card is only charged once it ends.

      While you learn

      Mentors within reach.

      Stuck on a concept? Reach out to a mentor whenever you need help.

      While you learn

      One-on-one sessions.

      On the yearly plan, one-on-one sessions give you dedicated support.

      Any time

      A team behind you.

      Write to info@lunartech.ai at any point, from your trial onwards. If your employer is funding you, we’ll set it up with them directly.

      All the way through

      A schedule that fits around your life.

      Your own paceFrom anywhereAt any hour

      After the last lesson

      Stay in the network.

      Your alumni network stays with you: ongoing support, opportunities and industry insight.

      Career support

      Career support, past the last lesson. Coaching, a sharper resume, real interview preparation and the people to know.

      Career direction

      Tailored coaching helps you decide where to aim and how to get there.

      Course · 1 hourLaunching Your Data Science Career

      Strong portfolio

      Hands-on projects become work you can show, not just claim.

      Course · 60 hoursBuild Your Data Science Portfolio

      Resume and profile

      Personalized refinement, so what you send says what you can actually do.

      Course · 10 hoursPersonal Branding for Professionals

      Interview preparation

      Preparation for the questions that decide it, so you walk in ready.

      Course · 12 hoursMaster Deep Learning Interviews: 50 Q&A

      Network and search

      Connections with industry leaders, and an alumni network that stays with you.

      Course · 40 hoursData Science Career Playbook
      Reviews

      Real stories from the community.

      4.9out of 5, from 100+ reviews
      LUNARTECH Academy has been the most empowering learning experience of my life, giving me a clear, structured path from the absolute basics to building real-world AI systems with confidence.
      Farnia GhanizadehSerajAI Engineer
      Your page is fantastic. As a bachelor’s student in Data Science now accepted for a master’s at UConn, your work has been a real source of motivation.
      Mahmoud A.Data Scientist
      The programme’s clear, bite-sized content and practical projects dramatically improved my speed from fuzzy idea to MVP and my ability to communicate AI value. I followed the system, and it works.
      Rod MorrissonHead of Data Science & AI
      I really appreciate your teaching style and the way you break down complex topics. It has been incredibly helpful.
      Narine P.Data Analyst
      After years working mainly with R for econometrics, I found your Python machine learning course a refreshing and engaging way to learn Python.
      Raphael J., PhDQuantitative Analyst
      As a Data Science graduate, I want to thank you for the effort you put into making videos to support growing data scientists.
      Stanley M.AI Engineer
      I’ve been following your work since taking your machine learning course, and I’m impressed by your practical approach to applying AI.
      Sai Eshwar G.Data Scientist
      Why choose us

      Built around how you actually learn.

      One standard behind every course, from the first lesson to long after the last.

      Hands-on practice

      Apply every idea to real problems, so it becomes something you have used, not only seen.

      Industry-aligned curriculum

      We keep courses current with the tools, techniques and skills the field asks for.

      Flexible learning

      Study at your own pace, from anywhere, at any hour.

      Certificate of completion

      Finish the course and earn a certificate that shows what you have learned.

      Focus on your success

      Personalized learning plans and support structures carry you through the hard parts.

      Lifetime alumni network

      Stay connected after you finish, with ongoing support, opportunities and industry insight.

      Your certificate

      It doesn’t raise its voice. Neither will you.

      Finish a LUNARTECH course and its certificate is issued in your name, under our signature. Linux Foundation’s credential comes from Linux Foundation, when you pass its exam.

      A sample, for a course in the Academy. Only yours carries your name.
      Pricing

      This course comes with the membership.
      So does everything else.

      One membership opens every course, certification, workshop and masterclass in the Academy. Every plan starts with a 3-day free trial. You register and book the exam directly with Linux Foundation.

      3 days free, then $29.97 a month. Your card is only charged once the trial ends.

      Included in every plan

      • Every course in the Academy
      • Every certification course
      • Workshops and masterclasses
      • A certificate of completion
      • A 3-day free trial
      • Learning at your own pace
      • The lifetime alumni network
      • Upgrades at any time
      In practice

      Seven roles.
      One credential across them all.

      No single job owns it. Here’s where each role leans hardest, and where its work ends up.

      1. 01Workflows
      2. 02Argo CD
      3. 03Rollouts
      4. 04Events
      • Argo CD keeps clusters matching Git. Rollouts keep releases from hurting users.

        Argo CD, Rollouts, Events

        Platform teams, Continuous delivery pipelines

      • Workflows run data jobs as a graph. Events start them when data lands.

        Workflows, Events

        Data engineering, Cloud-native companies

      • Argo CD syncs the cluster to what Git says. Rollouts control how a new version reaches users.

        Argo CD, Rollouts

        Continuous delivery pipelines, Platform teams

      • Progressive rollouts limit how many users a bad release hits. Events start the response without a person.

        Rollouts, Events

        Continuous delivery pipelines, Cloud-native companies

      • Training pipelines are workflows with expensive steps. Argo Workflows runs them as a graph.

        Workflows

        Data engineering, Cloud-native companies

      • An event can trigger a build, a test or a deploy. Argo Events wires it without custom glue.

        Events, Workflows

        Cloud-native companies, Continuous delivery pipelines

      • Promotion across environments should be one reviewed change. Argo CD tracks each one against Git.

        Argo CD, Rollouts

        Continuous delivery pipelines, Platform teams

      • Platform teams
      • Data engineering
      • Continuous delivery pipelines
      • Cloud-native companies
      Cloud & Platform Engineer

      Argo CD keeps clusters matching Git. Rollouts keep releases from hurting users.

      Over 10,000 students trust LUNARTECH

      LUNARTECH gives you the skills
      to learn, build, create and lead.

      Engineers

      Understand systems all the way down. Build the ones others rely on.

      Scientists

      Understand what the data says. Build models that hold up.

      Researchers

      Understand the papers. Build on them, and take the work further.

      The field

      Anyone can use AI.
      Few can engineer it. This is where that starts.

      +340%growth in open roles requiring AI skills

      Data source: Stanford AI Index 2026 & 2024 (Lightcast data), Indeed Hiring Lab, Hacker News “Who’s Hiring”. Aug–Nov 2026 (dashed) is an estimate from the trend.
      Roles and pay

      ~35,000 open roles right now

      Open roles: Built In, Greenhouse, LinkedIn.
      Typical salaries: Glassdoor, Levels.fyi, Payscale, Indeed, Ravio, JobRise, U.S. BLS. Military: 2026 U.S. basic pay, drone officers with aviation incentive pay.
      Updated November 2026.

      FAQ

      Frequently asked questions.

      Need help? These answers cover most of what people ask before they start.

      No. Linux Foundation issues it. LUNARTECH is independent of Linux Foundation, and its names and marks belong to it. When you finish a course of ours, you earn a LUNARTECH certificate of completion for that course.

      No. We design this course ourselves, around what the exam covers. Linux Foundation has no part in it, and you still register and book the exam directly with Linux Foundation.

      90 minutes, online, proctored. The passing score is 75%.

      The Linux Foundation lists no prerequisites for this exam.

      2 years.

      We last reviewed it on 5 November 2026, from Linux Foundation’s own pages. Details change, so check the official page before you book.

      Our 3-day free trial gives you access to a selection of content in the bootcamps, courses and materials, so you can experience the value of our content first-hand. This includes comprehensive learning materials and interactive sessions. You won’t be charged during this period, though we require your credit card details at the start to ensure a seamless transition should you choose to continue.

      Yes, entering your credit card details is a necessary step to begin your free trial. The process is entirely secure, and we ask for it to provide a seamless transition to a paid subscription if you decide to continue beyond the trial. You will only be charged after the trial period ends, with full access to our content based on the plan you choose.

      After your 3-day free trial you gain access to the full breadth of our content, depending on the subscription plan you choose. We offer free trials for our monthly, bi-annual and annual plans, and each plan provides a different scope of access and benefits.

      If your employer has agreed to fund your learning, in part or in full, please contact us at info@lunartech.ai. We’ll work with you and your employer to set up everything needed for your subscription.

      Yes. Our support remains strong both during your free trial and after you subscribe. Reach the team at info@lunartech.ai with any question, whether you’re onboarding, navigating your trial, or need help as a member. Subscribers to the yearly plan also receive dedicated support in one-on-one sessions.

      You can upgrade your plan at any time during your subscription. Downgrading is not available for bi-annual or annual plans, but you can cancel and then choose a new plan that suits you better. For bi-annual and annual plans we also offer payment in instalments; please reach out to learn more.

      The course

      Build the skills behind CAPA.

      Show you can work across the Argo project ecosystem. Start with a free trial, or enroll in a plan and work through the course at your own pace. Linux Foundation runs the exam and issues the credential.

      11 modulesSelf-pacedIssued by Linux FoundationReviewed 5 November 2026

      LUNARTECH is independent of the vendors and certifying bodies listed here. Their names, exam titles and marks belong to them, exams are run by them, and credentials are issued by them. Reviewed 5 November 2026. Catalogues change often, so confirm the details on the official page before you book.