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Machine Learning Engineer
1. exploring observability
- What is Observability?
- Why is Observability Important?
- Why Traditional Monitoring is not Enough?
- Observability Maturity Model
2. pillars of observability
- Telemetry
- Three Pillars of Observability: Logs, Metrics & Traces
3. open source landscape
- What is Observability made of?
- OpenTelemetry
- The Rest of the Open Source Ecosystem
4. service maps and topology
- Service Maps
- Topology
- Time Travel Topology
- Escalation Graphs
5. dataOps helps get Observability Right
- Observability and the Data Paradox
- Why Observability Needs DataOps
- Data Ownership and Governance
- Data Privacy and Observability
6. building observability with AIOps
- Enterprises Platform and AIOps
- AI / ML use cases
7 Security and Networking
- Observing Security
- Container Security
- Network Observability
- Visibility and Integration
8. observability practices for DevOps and SRE
- Observability Indicators
- Dashboards and Visualization
- Chaos Engineering
- Understanding observability and the different levels of maturity
- Building observability in distributed architectures
- Interpreting temporal topology
- Understanding DataOps and applying its principles to build an observability pipeline
- Extending observability with AIOps
- Establishing network and security observability basics
- Building a strong DevSecOps and SRE culture through observability
Interactive training with a mix of expert input, exercises and discussions. Participants are supported by well-founded and certified training material, which also provides valuable support for everyday project work after the training .
Both the exam and the course literature are only available in English.
You will receive a voucher for an online exam by e-mail from PeopleCert a few days before the start of the course. The exam voucher must be redeemed directly with PeopleCert, where you can register for an available exam date. The online exam will be proctored by a PeopleCert proctor, which requires a device with a microphone and camera. We recommend taking the exam on private PCs/notebooks, as company notebooks are often subject to certain restrictions.
Format: Multiple-choice exam questions, Number of questions: 40, Pass rate: 65% (26 points out of 40), Duration: 60 minutes, Open book
Option "Take2":
This option allows you to retake the exam at a lower price if you fail. The retake exam takes place online. If required, you can book this option yourself in your PeopleCert candidate profile before booking the exam. You have up to 6 months from the date of the first exam to prepare for and take the retake exam.
- People who focus on the scalability and reliability of large services
- Those interested in modern IT management and organizational change approaches
- consultants
- practitioners practitioners
- engineers engineers
- Site Reliability Engineers (SRE)
- System integrator:inside
- providers of tools and solutions in the IT sector
Practical experience in the field of DevOps and / or Site Reliability Engineering is an advantage.
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