Database Reliability and Performance Engineering Corporate Training
Build database reliability skill your team can measure: faster queries, resilient failovers, and observability that pages for the right reasons.
Edstellar, a corporate training company, delivers corporate training that helps your team build production-grade database reliability. Employees learn query tuning, high availability design, and observability through guided labs led by practitioners, from execution plans and indexing to failover drills and incident runbooks.
Instructor-led group trainingVirtual / on-site / off-site10 languagesDelivered inEnglish, Spanish, Mandarin, German, Arabic, Portuguese, Hindi, French, Japanese, Italian100+ countriesWe have delivered inUnited States, United Kingdom, India, Canada, Germany, France, Netherlands, UAE, Saudi Arabia, Singapore, Australia, Japan, Brazil, South Africa and 90+ more countries
How we build a database-reliability-ready team
The Edstellar DATABASE RELIABILITY Capability Model
Diagnose reliability gaps
Skill checks map your team's query tuning, monitoring, and recovery readiness.
Standardize the reliability playbook
Agree on SLIs, SLOs, and response runbooks your whole team will follow.
Practice on real failure modes
Guided labs reproduce slow queries, contention, and failovers safely.
Measure reliability gains
Baseline timings and SLO compliance before and after every lab exercise.
Scale to your estate
Leave with audit checklists and runbooks reusable across databases.
Need more than one program?Get a group quote
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Program Overview: What is Database Reliability and Performance Engineering?
Database Reliability & Performance Engineering is an instructor-led corporate training program for teams that need databases to stay fast and available under real workloads. Over 24 hours, participants learn to diagnose slow queries, design indexing strategies, resolve contention, architect high availability, and build observability that catches problems early. It applies SRE discipline to the data layer.
Sessions blend concise instruction with guided labs that mirror day-to-day reliability work: teams tune real slow queries, design indexes, resolve lock contention, and fail over standby systems. Instructors review every lab, coaching participants through execution plans, wait analysis, and HA design before the cohort advances. Practice builds across the program toward the capstone, a reliability audit and performance remediation of a production-like estate. Feedback reflects the team's own databases and incident patterns.
Database pain arrives at the worst moments: the slow query during peak traffic, the failover that never got tested, the contention nobody could explain. This program teaches teams to engineer reliability deliberately, with performance baselines, tested recovery, and observability that pages before users complain. They return treating the database as a system to run, not a box to hope about.
The capstone is a reliability audit and performance remediation: each team assesses a production-like database estate, diagnoses its slow queries and availability gaps, implements fixes, and presents the before-and-after to instructors. The review measures what operations cares about, latency under load, recovery time, and whether monitoring would have caught the original problem. Graduates take home an audit playbook, tuning checklists, and remediation patterns they can run on their real systems.
Every module pairs concepts with practice on realistic workloads, so the team leaves with tested runbooks, dashboards, and audit checklists it can apply to its own databases on day one. Content is tailored to your database platforms and team goals during a discovery call.
What's Included in this Workshop for Your Enterprise Teams
- 1
Reliability foundations and SLO design
Set SLIs, SLOs, and error budgets for data workloads.
- 2
Query performance and indexing labs
Profile plans and apply proven tuning patterns.
- 3
Contention and resource tuning
Reproduce and resolve locks, waits, and pressure.
- 4
High availability and recovery drills
Build failover paths and test restore targets.
- 5
Observability and incident simulations
Ship dashboards, alerts, and practiced runbooks.
- Instructor-led delivery across virtual, onsite, and hybrid
- Guided labs in every module with instructor coaching
- Capstone reliability audit, reviewed with your team
- Flexible scheduling around your calendar
- Lab guides and reusable audit templates included
- Group size and batches set along with you
Build your team's skills. Anywhere in the world.
Real-world use cases
from day one
Instructor-led training
for your teams
Delivered globally
in 100+ countries
Enterprise Training Solutions Customized for Your Company
One partner for instructor-led corporate training, delivered the way your teams work.
Request a Training Quote- Customized Training Delivery
- Scale Your Training: Small to Large Teams
- In-person Onsite, Live Virtual or Hybrid Training Modes
- Plan from 2000+ Industry-ready Training Programs
- Hands-On Labs on Live Infrastructure, Led by Industry Experts
Database Reliability and Performance Engineering Course Topics and Program Outline
A tailored 24-hour, six-module workshop: one learning journey from reliability foundations to a capstone audit of a production-like estate. Sessions pair concepts with labs on realistic workloads. Materials include lab guides and reusable audit templates for every participant.
Built by Edstellar with database reliability practitioners
Built by practitioners who tune and operate production databases, shaped around your stack and use cases.
Skill checks baseline your team's query tuning, monitoring habits, and recovery readiness before training starts.
Live instruction covers SLIs, SLOs, and error budgets across 3 focused hours of reliability foundations.
Guided labs build indexing, contention, and failover skill across 12 supervised hours on test workloads.
Your team ships a capstone reliability audit in 9 hours, reviewed for rigor and a fix roadmap.
From reliability foundations to a capstone audit, every technique is practiced in guided labs.
Delivered as
Delivered as a hybrid program of live instruction and guided labs, scheduled around your team's calendar in flexible batches.
Define SLIs and error budgets for a sample workload and wire up baseline checks in a guided walkthrough.
learna)SLIs, SLOs, and error budgets for data workloads
b)The four signals: latency, traffic, errors, saturation
c)Reliability risk review of a sample database estate
d)Blameless postmortems and incident vocabulary
Profile a slow query workload, design and apply an indexing strategy, and prove the gain with measured timings.
practicea)Reading execution plans and cost models
b)Index types, selectivity, and covering indexes
c)Statistics, histograms, and plan regression
d)Rewriting anti-patterns: N+1, functions on columns, wildcards
e)Validation labs with timing baselines
Reproduce locking and resource contention in a test database, then tune configuration and workload to clear it.
practicea)Wait statistics and bottleneck diagnosis
b)Locking, blocking, and deadlock resolution
c)Memory, I/O, and CPU pressure signals
d)Configuration tuning for mixed workloads
e)Load testing with repeatable harnesses
Build a replication pair, execute a planned failover, and verify data integrity and recovery time against targets.
practicea)Replication topologies and read scaling
b)Failover design and automated promotion
c)Backup strategies: full, incremental, and point-in-time
d)RTO and RPO targets with restore drills
e)Capacity planning for growth
Build a reliability dashboard and alert set, then run a timed simulated incident against the team's runbooks.
applya)Monitoring stacks and key database signals
b)Alert design: thresholds, runbooks, escalation
c)Dashboard design for reliability reviews
d)Automated maintenance and self-healing checks
e)Simulated incident: detect, respond, remediate
Audit a production-like database estate end to end and deliver a scored health report with a prioritized fix plan.
applya)Audit playbook: health checks and scoring
b)Performance baseline and risk register
c)Remediation plan with effort and impact
d)Readout to stakeholders and action plan
Customize this program tailored to your team?
Tell us your training needs: what your team already works with, the level they’re at, and the topics you want them to focus on. We’ll adjust the modules, duration and hands-on labs, and send you a customized outline for your group.
Key Skills and Outcomes Your Team Will Gain
Seven job-ready outcomes your team will demonstrate by the end of the program. Each competency is practiced in guided labs and reviewed in the capstone audit.
Define SLIs, SLOs, and error budgets
Set measurable reliability targets for data workloads and track budget burn.
Read execution plans and diagnose slow queries
Trace cost models and plan choices to the exact query bottleneck.
Design and validate indexing strategies
Choose index types and covering strategies, then prove gains with timings.
Resolve locks, waits, and resource contention
Diagnose blocking and pressure signals and tune workloads to clear them.
Design high availability and recovery plans
Architect replication and failover that meets RTO and RPO targets.
Build observability dashboards and alerts
Instrument key signals and design alerts that page for real problems.
Run reliability audits and remediation plans
Score a database estate's health and ship a prioritized fix roadmap.
Teams that Benefit from this Database Reliability and Performance Engineering Group Training
Built for the teams that own database performance and uptime, from data engineers to database administrators. Content adapts to each cohort's role and experience, so every team practices the reliability workflows it owns.
Keep pipelines fast and data always available.
Data engineers practice query tuning, contention diagnosis, and recovery drills in labs that mirror production workloads.
Workflow friction
- Slow queries with unclear causes
- Outages nobody saw coming
- Ad-hoc fixes with no runbooks
How the program helps
- Faster queries through proven tuning
- Fewer incidents from proactive checks
- Reusable audit and runbook templates
Practice use cases
- Query tuning labs
- Failover drills
- Audit playbooks
Deliver dashboards users can trust at speed.
BI engineers learn indexing, statistics, and workload tuning that keep reporting queries responsive during peak use.
Workflow friction
- Dashboard timeouts at peak hours
- Unpredictable refresh failures
- Heavy queries blocking users
How the program helps
- Responsive dashboards under load
- Stable refresh windows
- Fewer performance escalations
Practice use cases
- Index design labs
- Workload tuning
- Monitoring dashboards
Own uptime with measurable reliability targets.
Data operations teams build SLOs, alerting, and incident runbooks that turn firefighting into planned reliability work.
Workflow friction
- Alerts that cry wolf
- No agreed reliability targets
- Tribal knowledge in incidents
How the program helps
- SLO-driven on-call rotations
- Faster incident resolution
- Repeatable recovery drills
Practice use cases
- SLO workshops
- Alert tuning labs
- Incident simulations
Standardize administration across the estate.
DBAs deepen failover, backup, and tuning practice with repeatable procedures the whole function can adopt.
Workflow friction
- Inconsistent failover procedures
- Untested restore paths
- Configuration drift
How the program helps
- Consistent HA procedures
- Tested backup and restore paths
- Shared tuning standards
Practice use cases
- HA design labs
- Restore drills
- Config standards
Every department track draws on the same six modules, with labs tuned to the workflows that team owns.
Prerequisites: Familiarity with SQL and at least one production database helps teams get the most from the labs. No prior SRE experience is required. Content adapts to each cohort's platforms and tooling, so teams practice on the systems they actually operate.
Analytics engineer to lead analytics engineer
A program that grows with data careers, from first query tuning to confident reliability ownership.
One program that grows with data careers, from first query tuning to confident reliability ownership.
Mixed cohort, or several teams at once?
We can tailor the training to different teams, roles, and experience levels within the same program.
Certificate of Training Completion.
On successful completion, employees receive an Edstellar course completion certificate, recognizing their commitment to ongoing learning and professional development. It validates the skills they have built and motivates them to keep growing and contribute to organizational success.
Earned, not attended. Awarded on completion of all hands-on labs and the capstone project.
Training Delivery Modes: Virtual, Onsite and Hybrid
Choose the format that fits your team's calendar and environment: live virtual, at your office, or a hybrid mix.
Hybrid Training
Instructor-led sessions mix onsite and virtual delivery with guided labs throughout. Teams tune queries and run failover drills on their own systems while the instructor coaches and reviews work.
- Live instruction across onsite and virtual
- Labs on your own database environments
- Flexible scheduling around your calendar
- Instructor review of every capstone audit
Onsite Training
The instructor delivers the full program at your office, with labs run against your test databases. Ideal for teams that want deep, in-person coaching on their own workloads.
- Delivered at your office or facility
- Labs against your test environments
- Direct coaching during every exercise
- Team-specific audit checklists to keep
Live Virtual Training
Live virtual sessions with the same guided labs and instructor coaching as onsite. Distributed teams learn together in real time with screen-shared demonstrations and breakout labs.
- Live instructor-led virtual sessions
- Guided labs in shared environments
- Real-time Q&A and coaching
- Recordings and materials for review
Need a training format that works for your team?
Full days, half days across weeks, or split by module. Tell us the delivery window and we schedule the cohort around it.
Frequently Asked Questions
Share your team size, timelines, and delivery preference, and we will send a detailed per-group quote with batch options.
Yes. Book a short discovery call to walk through your reliability goals, and we tailor the program to your team's needs.
Yes. The program runs as live virtual, onsite, or hybrid sessions, with guided labs in every format.
Yes. Onsite delivery is available, and labs run against your own database environments where helpful.
The program runs 24 hours of instructor-led training, typically across three to four working days.
Question not answered here?
Put it in the request. A training specialist answers it directly, within one business day.
Where this Training Fits in Your Team's learning path.
Reliability engineering comes after your team can run a database like PostgreSQL, because you cannot tune or harden what you do not yet operate. From there, the same skills support safe migrations and feed into wider SRE practice across services.
Why Choose Edstellar as Your Database Reliability and Performance Engineering Corporate Training Provider
Edstellar delivers instructor-led corporate training built around your data stack, your reliability goals, and the outcomes your team must demonstrate.
EXPERT TRAINERS
YEARS DELIVERING
ORGANIZATIONS TRAINED
CERTIFIED
Tailored
Every cohort's labs, datasets, and examples are tuned to your database platforms and reliability goals.
Proven Methodology
A practiced arc from SLO design to capstone audit, refined across data teams with measurable outcomes.
Practice-Based Learning
Guided labs reproduce slow queries, contention, and failovers so skills transfer to your systems.
Expert Trainers
Practitioners who operate production databases coach your team through every lab and the audit.
Global Scale
Consistent delivery across regions and time zones for distributed data and engineering teams.
Measurable Outcomes
Baseline timings, SLO compliance, and audit scores show the reliability gain before and after.
Also from Edstellar
Talent assessments
Psychometric, behavioral, leadership and 360-degree assessment.
→Training needs analysis
Needs analysis, gap identification, and a training roadmap.
→L&D consulting
Learning strategy, content, technology and ROI measurement.
→OD consulting
Org design, succession planning and cultural change.
→Managed training services
Training outsourcing, vendor management, logistics and administration.
→Coaching solutions
Executive and manager coaching that keeps skills in use.
Start an RFP shaped to your needs.
Answer three quick questions about team size, scope, and how often you need the program run, then send the request from the last step. Everything you choose travels with it, so you only fill this in once.
How many team members need training?
Database Reliability & Performance Engineering Training Packages & Pricing
Where L&D holds an annual budget, license packages price the whole year at once instead of raising a purchase order per workshop. Hours and licenses are pooled across teams, programs and locations, so unused capacity is not stranded in one department.
Starter
120
trainee licenses64 hours of group training
Tailored for SMBs
Growth
320
trainee licenses160 hours of group training
Ideal for growing SMBs
Enterprise
800
trainee licenses400 hours of group training
Designed for large corporations
Custom
Unlimited
trainee licensesDuration set by the rollout
Multi-region and multi-year
Training Packages & Pricing
Choose the training format that works for your team. Pricing is customized based on your requirements, cohort size, and delivery needs.
Request Database Reliability and Performance Engineering Training for Your Team
Share your team size, database platforms, reliability goals, and timelines to receive a tailored training plan and quote. Book a discovery call to discuss your goals; we confirm availability and respond with a proposal.