Training Cloud Logging - Optimize Production Logs Monitoring

On quote

  • 5 days
  • Onsite
  • 10 people max.
Ref: AXU302
10 people max.
On quote
In-company rate: on quote
On-site and certification exam on quote
5 days
Onsite

Don't let this gap widen

Why this program matters

  • Without mastery of Cloud Logging, DevOps teams lose 50% of their time debugging incidents, with downtimes costing an average of 100k€/h for critical businesses.

  • 70% of security breaches go unnoticed for lack of analyzed logs, exposing companies to GDPR fines up to 4% CA.

  • In 2024, 65% of SRE recruiters reject profiles without cloud logging expertise, stalling promotions.

  • Each quarter without advanced skills, your competitors resolve crises 3x faster, widening the competitive gap.

Nawfel ABED, Learni trainer · Cybersecurity expert
Nawfel ABED

Learni trainer · Cybersecurity expert

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

25,713 programs · 25 countries

  • Aptar
  • ArcelorMittal
  • Equans
  • EDF
  • Ubisoft
  • Microsoft

Every program built with a dedicated engineer

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Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.

Learning objectives

  • Master Cloud Logging pipelines for professional, certifiable monitoring
  • Develop advanced enterprise log analysis strategies
  • Design scalable automated alerting systems based on cloud logs
  • Optimize log retention and costs for critical projects
  • Implement Cloud Logging security against internal threats
  • Deploy Cloud Logging integrations with existing monitoring tools

Program

Module 1Cloud Logging Architecture: Configure Scalable Pipelines (GCP Logging, AWS CloudWatch, Fluentd)

Dive into expert Cloud Logging architecture by installing advanced ingestion agents like Fluentd and Fluent Bit, configure sinks and exports to BigQuery or S3, perform hands-on exercises on a simulated Kubernetes cluster, test scalability under high load, and produce a customized pipeline diagram with performance metrics for your enterprise.

Module 2Cloud Logging Ingestion: Enrich and Filter Massive Logs (parsers, transformations, sampling)

Master large-scale ingestion by implementing JSON and regex parsers to structure unstructured logs, apply serverless transformations with Cloud Functions, configure intelligent sampling to reduce costs without losing critical information, practice on real microservices application logs, and generate initial log flow dashboards to visualize bottlenecks.

Module 3Cloud Logging Analysis: Advanced Querying and ML Insights (LogQL, SPL, anomaly detection)

Explore expert queries with LogQL on Loki or KQL on Azure, integrate ML analysis for anomaly detection via Cloud Logging AI, perform log-metrics-traces correlations on real production incident cases, develop Python automation scripts for querying, and produce actionable reports with identified recurring patterns for proactive optimization.

Module 4Cloud Logging Alerting: Automate Proactive Monitoring (alerts, SLOs, PagerDuty integrations)

Build conditional alerting policies based on dynamic thresholds and complex patterns, integrate Cloud Logging with PagerDuty and Slack for intelligent notifications, define SLOs on logs to measure service reliability, test with real incident simulations, and deploy a complete alerting playbook with automatic escalation for SRE teams.

Module 5Cloud Logging Security and Optimization: Compliance, Costs, High Availability (encryption, audits)

Secure your logs with CMEK encryption and fine-grained IAM controls, optimize costs via lifecycle policies and cold storage, audit GDPR/HIPAA compliance on log traces, implement multi-region high availability, finalize the red thread project with a full audit and optimization plan, and receive expert feedback for immediate production deployment.

Evaluation method

  • Expert multiple-choice quiz to validate Cloud Logging skills
  • Continuous assessment through practical pipeline exercises
  • Defense of red thread production logging project

Learning method

  • Training by an active DevOps expert instructor
  • Practical exercises on real enterprise cloud cases
  • Progressive red thread Cloud Logging project
  • Complete course materials and certifying resources

Methods, materials and delivery

The Training Cloud Logging - Optimize Production Logs Monitoring program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.

The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.

Equipment required

For the smooth delivery of the Training Cloud Logging - Optimize Production Logs Monitoring program, the following equipment is required:

  • Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
  • Training environments installed on workstations or accessible online
  • Course materials, hands-on exercises and complementary resources
  • Post-training access to materials and educational resources

For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.

* contact us for remote delivery feasibility** ratio varies depending on the program

Skills assessment methods

Assessment of skills acquired during the Training Cloud Logging - Optimize Production Logs Monitoring program is performed through:

  • During training: case studies, hands-on labs and professional scenarios
  • End of training: self-assessment questionnaire and skills evaluation by the trainer
  • After training: completion certificate detailing acquired skills

Program accessibility

Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.

Enrollment terms and lead times

Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.

The Learni story

Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.

Our method

Training quality, guaranteed at every step

Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.

Step 1

Rigorous trainer selection

Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.

  • Triple validation: technical, pedagogical, sectoral.
  • Minimum rating 4.8/5 over the last 12 sessions.
Step 2

You meet the trainer beforehand

30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.

  • Live briefing on goals and team context.
  • Veto right — we swap the trainer for free if needed.
Step 3

Content tailored to your context

No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.

  • Hands-on cases drawn from your stack and projects.
  • Program co-written then validated by your team.
Step 4

Continuous quality follow-up

Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.

  • NPS, knowledge quizzes and skills self-assessment.
  • Satisfaction guarantee: fully satisfied or free rework.

A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.

A child walking to school with a backpack
Our social commitment

A school kit donated to a child for every training booked

To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.

  • Backpack, notebooks and essential supplies
  • Distributed through our partner charities
  • Included, at no extra cost to you
Enroll and offer a kit
FAQ

Frequently asked questions

Which tools are used in Cloud Logging training?+
Hands-on work runs on GCP Logging, AWS CloudWatch, fluentd, parsers, transformations and sampling. Those tools come from the Cloud Logging program itself, delivered on site over 5 days, so participants practise on the stack they will use at work.
What can participants do after Cloud Logging training?+
They can master Cloud Logging pipelines for professional, certifiable monitoring, develop advanced enterprise log analysis strategies and design scalable automated alerting systems based on cloud logs. Those are the stated objectives of the Cloud Logging program at Expert level, checked by the end-of-session assessment.
What does the Cloud Logging program cover, day by day?+
Day 1: Cloud Logging Architecture: Configure Scalable Pipelines (GCP Logging, AWS CloudWatch, Fluentd). Day 2: Cloud Logging Ingestion: Enrich and Filter Massive Logs (parsers, transformations, sampling). Day 3: Cloud Logging Analysis: Advanced Querying and ML Insights (LogQL, SPL, anomaly detection). Day 4: Cloud Logging Alerting: Automate Proactive Monitoring (alerts, SLOs, PagerDuty integrations). Day 5: Cloud Logging Security and Optimization: Compliance, Costs, High Availability (encryption, audits). The Cloud Logging program runs over 5 days, delivered on site.
How is Cloud Logging training assessed?+
Assessment relies on expert multiple-choice quiz to validate Cloud Logging skills, continuous assessment through practical pipeline exercises and defense of red thread production logging project. Learni issues a completion certificate together with the individual assessment report at the end of the Cloud Logging program, which an L&D team can file as evidence.
How much does Cloud Logging training cost per participant?+
Cloud Logging training is priced on quote. The amount depends on headcount, format and how far the syllabus is tailored to your team. A detailed quote is sent within one business day, and team pricing covers the whole group from the second participant.
How long does Cloud Logging training take?+
5 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Cloud Logging training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Cloud Logging training?+
Advanced experience in public clouds (GCP, AWS, Azure), DevOps practices, and Python or Bash scripting.
Is a certificate issued after Cloud Logging training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
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