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Training Apache Flink 2026 - Mastering Real-Time Streaming Data

Ref: ERR638
10 people max.
From $5,775 HT / per person
Pay in 3 installments · On-site on request · +$540 with certification exam
5 days
Remote

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Learning objectives

  • Master the advanced Table and SQL APIs of Apache Flink 2026 for professional pipelines
  • Develop scalable stateful applications in company certifying training
  • Optimize real-time performance with backpressure and expert checkpointing
  • Implement complex joins and windowing for healthcare data skills
  • Design fault-tolerant topologies for secure patient stream processing
  • Deploy Flink 2026 in hybrid cloud mode with advanced monitoring
  • Certify professional streaming skills for organizational well-being

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.

Don't let this gap widen

Why this program matters

  • Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.

  • Organizations that don't train their talents on key topics see their competitiveness drop.

  • Every quarter without training is a gap widening with competitors who invest.

  • The cost of inaction quickly exceeds that of well-targeted training.

Célian Lebacle
Célian Lebacle

Learni trainer · Web & mobile expert

73%productivity gap
×3cost of inaction

Program

Module 1Apache Flink 2026 Architecture: Advanced Operators and State Management (API, YARN/K8s Tools)

Discover the 2026 evolutions of Apache Flink through practical workshops on optimized TaskManagers, configure RocksDB State Backends for durability, implement keyed state with advanced TTL, test timers and ValueState on real healthcare datasets, produce scalable topology UML diagrams, analyze logs for memory tuning, generate initial performance reports for the company.

Module 2Apache Flink 2026 Streaming SQL: Table API and Complex Joins (Flink SQL Client, Calcite)

Dive into Flink Table API 2026 with dynamic SQL queries on patient Kafka streams, perform temporal as-of and interval joins for well-being event correlation, optimize execution plans via EXPLAIN, integrate custom Python UDFs for advanced aggregations, simulate real hospital cases with 1M events/second, export results to Elasticsearch, validate accuracy with golden datasets.

Module 3Apache Flink 2026 Windowing and Sessions: Advanced Real-Time Patterns (Event Time, Watermarks)

Master tumbling/sliding/session windowing in Flink 2026 on healthcare IoT data, generate advanced watermarks for late data handling, implement session windows with gaps for continuous monitoring, test reduced aggregations on remote clusters, analyze data skew with rebalance, produce deliverable Kibana dashboards, apply to company psychological well-being cases, measure latency under load.

Module 4Apache Flink 2026 Fault Tolerance: Checkpointing and Savepoints (HA Mode, Zookeeper)

Configure exactly-once semantics via incremental checkpointing 2026, simulate JobManager failures for HA recovery, generate programmable savepoints in healthcare production, integrate Exactly-Once Kafka Sink, test resume from savepoints on Kubernetes, optimize S3 storage backend, produce company DRP procedures, validate RPO/RTO <5min on real workloads.

Module 5Apache Flink 2026 Expert Deployment: Monitoring and Tuning (Prometheus, Flink Web UI)

Deploy Flink 2026 on AWS/GCP cloud with autoscaling, integrate Prometheus/Grafana for backpressure metrics, tune parallelism and slots via benchmarks, secure with Kerberos OAuth for sensitive healthcare streams, migrate Spark jobs to Flink, produce deliverable Terraform blueprints, train company teams post-training, certify setup with full audit.

Evaluation method

  • Capstone project: complete Flink 2026 pipeline on real-time healthcare dataset
  • Expert MCQ 50 questions on advanced APIs and optimization
  • Company case study: diagnosis and refactor existing pipeline
  • Qualiopi certifying attestation with validated skills

Learning method

  • 70% hands-on practice with interactive remote labs
  • Real cloud cluster simulations via Docker/K8s
  • Individual feedback from expert coach each day
  • Post-training resources: source code, replay videos

Methods, materials and delivery

The Training Apache Flink 2026 - Mastering Real-Time Streaming Data 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 Apache Flink 2026 - Mastering Real-Time Streaming Data 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 Apache Flink 2026 - Mastering Real-Time Streaming Data 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.

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.

FAQ

Frequently asked questions

How much does the Training Apache Flink 2026 - Mastering Real-Time Streaming Data training cost?+
The individual price is $5,775 (USD). A detailed quote is sent within one business day.
How long is the Training Apache Flink 2026 - Mastering Real-Time Streaming Data training?+
The training lasts 5 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Advanced mastery of Java/Scala/Python, 3 years of streaming experience with Kafka/Spark, knowledge of Flink State Backend, Kubernetes cluster deployment
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote

This training across cities

Available on-site and remotely. Pick your city to see the local training center.

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