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Slide from a module of the Google Cloud Platform course

Google Cloud Platform

From the fundamentals to production: IAM, BigQuery, Cloud Run, Terraform, data pipelines, governance and AI, on a real-world insurer case (asset management).

22
modules
≈ 32 h 30
of training
€500
the full course, incl. VAT
Start for free

Access: an e-mail address is enough, you receive a sign-in code. Free modules need no bank card.

What you will be able to do

  • Understand the cloud and Google Cloud: service models, regions, resource hierarchy
  • Manage projects, billing, IAM, storage, compute, VPC networking and managed databases
  • Analyse data in BigQuery and deploy serverless services with Cloud Run
  • Industrialise with gcloud, Terraform, GKE, load balancing and observability
  • Design a data platform: ingestion, Dataform, Dataflow, governance and security
  • Apply machine learning with BigQuery ML and manage reliability, costs and SLOs in production

Who it is for

Data, development, infrastructure and operations teams who deploy and run projects on Google Cloud, including investment data.

Prerequisites

No prerequisites for the foundation modules; the advanced modules assume the earlier ones.

Included

  • Video with chapters
  • PDF slides
  • Marked quiz
  • Verifiable certificate

Programme

Fundamentals

  1. 00Introduction: the cloud and Google Cloud45 min20-question quizFree
  2. 01Console, projects and billing1 hr 1520-question quizFree
  3. 02IAM: identities, roles and good practice1 hr 3020-question quiz€50 incl. VAT
  4. 03Cloud Storage1 hr 1520-question quiz€50 incl. VAT
  5. 04Compute Engine and choosing a compute service1 hr 1520-question quiz€50 incl. VAT
  6. 05VPC networking1 hr 1520-question quiz€50 incl. VAT
  7. 06Managed databases1 hr 3020-question quiz€50 incl. VAT
  8. 07BigQuery: first steps1 hr 2020-question quiz€50 incl. VAT
  9. 08Serverless: Cloud Run and Cloud Run functions1 hr 3520-question quiz€50 incl. VAT
  10. 09Security, compliance and cost control1 hr 2520-question quiz€50 incl. VAT

Intermediate

  1. 10gcloud and infrastructure as code (Terraform)1 hr 3520-question quiz€50 incl. VAT
  2. 11Kubernetes with GKE Autopilot1 hr 3520-question quiz€50 incl. VAT
  3. 12Advanced networking, load balancing and scaling1 hr 3020-question quiz€50 incl. VAT
  4. 13Observability: Cloud Monitoring and Cloud Logging1 hr 4020-question quiz€50 incl. VAT
  5. 14Advanced BigQuery1 hr 4020-question quiz€50 incl. VAT
  6. 15Ingestion and orchestration1 hr 3020-question quiz€50 incl. VAT

Advanced

  1. 16Designing a data platform1 hr 3020-question quiz€50 incl. VAT
  2. 17Transforming data with Dataform1 hr 4520-question quiz€50 incl. VAT
  3. 18Dataflow pipelines with Apache Beam1 hr 4520-question quiz€50 incl. VAT
  4. 19Data governance and security1 hr 3020-question quiz€50 incl. VAT
  5. 20Machine learning and AI: BigQuery ML, Agent Platform, Gemini1 hr 3020-question quiz€50 incl. VAT
  6. 21Production: reliability, performance, costs and exam preparation1 hr 4520-question quiz€50 incl. VAT
Start for free

Training a team? Access for several employees, on quotation. admin@axent-consulting.com