Is the training Qualiopi certified?

Yes, Learni is a Qualiopi-certified training organization. This certification guarantees the quality of our courses and enables funding through OPCO and other mechanisms.

How can I fund my training?

Our courses are eligible for OPCO funding. Learni supports you through the funding process. A personalized quote is available upon request.

What are the prerequisites for this training?

The prerequisites for the Change Data Capture CDC Training - Professional Real-Time Data Synchronization training are: Experience with ETL/ELT, SQL/NoSQL databases, Kafka streaming or equivalent. A preliminary interview validates your eligibility.

Is the training available in person?

Yes, the Change Data Capture CDC Training - Professional Real-Time Data Synchronization training is available in distanciel. The format can be adapted to your needs (inter, intra, custom).

Change Data Capture CDC Training - Professional… | Learni

The story of Learni

Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.

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Methods, approaches, and teaching resources

The Change Data Capture CDC Training - Professional Real-Time Data Synchronization training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.

The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.

Teaching resources provided

To ensure the quality of the Change Data Capture CDC Training - Professional Real-Time Data Synchronization training, Learni provides the following teaching resources:

Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, video projector or interactive touchscreen (for remote sessions)
Training environments installed on workstations or accessible online
Course materials, practical exercises, and supplementary resources
Post-training access to materials and teaching resources

For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.

* contact us for remote feasibility** ratio varies depending on the training followed

Assessment methods

The assessment of skills acquired during the Change Data Capture CDC Training - Professional Real-Time Data Synchronization training is carried out through:

During training: case studies, practical exercises, and professional scenarios
At the end of training: self-assessment questionnaire and skills evaluation by the trainer
After training: training completion certificate detailing acquired skills

Training accessibility

Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.

Training objectives

Master advanced CDC architectures for professional synchronization

Implement CDC with Debezium and Kafka in certified projects

Optimize real-time CDC streams in enterprise environments

Develop monitoring and scalability skills for distributed CDC

Design secure and resilient production CDC pipelines

Deploy multi-source CDC for modern data lakes

Integrate CDC into certified hybrid cloud ecosystems

Training program

Module 1CDC Architectures: Modeling Change Capture Streams (Debezium, GoldenGate, Advanced Tools)

In-depth analysis of log-based and trigger-based CDC patterns to capture real-time modifications, installation and configuration of Debezium with Kafka Connect on your dedicated cluster, hands-on exercises on PostgreSQL and MySQL to extract binlogs, creation of a complete first CDC pipeline with Avro schema validation, resilience tests on enterprise traffic spike scenarios, deliverable: personalized CDC architecture diagram and operational connector.

Module 2CDC Implementation for Heterogeneous Sources: Integrating SQL/NoSQL (Oracle, MongoDB, Hybrid Strategies)

Advanced configuration of Oracle GoldenGate CDC for massive volumes, hands-on with MongoDB oplog tailing using Debezium, practical workshops merging multiple sources into a unified Kafka stream, management of evolving schemas via Schema Registry, simulations of real-world continuous data warehouse feeds, resolution of conflicts and transaction idempotence, production of a high-availability tested real-time CDC ETL, immediate productivity gains for data teams.

Module 3CDC Streaming with Kafka: Transforming and Enriching Captured Data (Kafka Streams, ksqlDB, Processors)

Development of Kafka Streams processors to filter and transform CDC events in real time, use of ksqlDB for streaming queries on live CDC streams, exercises on enriching data with external joins, implementation of exactly-once semantics for high performance, real-world cases of synchronized microservices, monitoring streams with Kafka UI and Prometheus, creation of end-to-end pipeline from CDC to S3 data lake, acceleration of critical business analytics.

Module 4CDC Optimization: Scaling and Monitoring Performance (Horizontal Scalability, Tuning, Observability)

Tuning techniques for Debezium achieving sub-second latency and million events/hour throughput, deployment of auto-scaling CDC clusters on Kubernetes, integration of Grafana/ELK monitoring for critical CDC metrics, workshops on diagnosing replication bottlenecks, cloud cost optimization with AWS DMS or Azure CDC, chaos engineering load tests, deliverable: personalized observability dashboard, 90% downtime reduction in enterprise production environments.

Module 5Advanced Production CDC: Security, Resilience, Hybrid Cloud Use Cases (Certified Best Practices)

Securing CDC pipelines with TLS encryption, Kafka RBAC, GDPR compliance audits, zero RPO disaster recovery strategies, multi-cloud CDC implementation on AWS/GCP/Azure, real-world finance/healthcare case studies with 99.99% SLAs, review of end-to-end project code, skills certification via practical MCQ, post-training support with advanced resources, radical transformation of team data engineering maturity.