Oracle GoldenGate 12c: Integrate Big Data Ed 1

Course Description

Oracle GoldenGate 12c: Integrate Big Data Ed 1 develops practical capability in integrating Oracle GoldenGate 12c with big data platforms through capture, adapters, handlers, serialization, delivery, security, monitoring, and recovery. The learning path is organized around a real-time data pipeline publishing Oracle change events to a big data lake and streaming platform with schema control, delivery guarantees, observability, and replay.

Learners progress from architecture, process, or business understanding into configuration, development, analysis, validation, troubleshooting, and operational handoff. Every lesson uses the controls, tools, data structures, risks, failure modes, and decisions relevant to this exact Oracle pathway.

The content is independently written for SkillDynamo using the supplied source page for title, update date, and topic alignment. Learners finish with reproducible evidence, a course-specific implementation record or runbook, and a prioritized improvement action.

What You Will Learn

• Explain and apply GoldenGate capture and trail architecture for big data delivery within Oracle GoldenGate 12c: Integrate Big Data Ed 1.
• Configure, validate, or troubleshoot Java adapter, handler framework, property files, classpath, and dependencies, source definitions, metadata, schema evolution, and transaction boundaries, and environment setup, connectivity, sample change flow, and baseline using course-specific evidence.
• Explain and apply Kafka producer settings, topics, keys, partitions, batching, and acknowledgments within Oracle GoldenGate 12c: Integrate Big Data Ed 1.
• Configure, validate, or troubleshoot HDFS or file-system delivery, rollover, paths, permissions, and compression, Avro, JSON, delimited, XML, Parquet awareness, and schema handling, and routing, naming, templates, serialization tests, and consumer validation using course-specific evidence.
• Explain and apply transaction grouping, ordering, duplicate behavior, and delivery semantics within Oracle GoldenGate 12c: Integrate Big Data Ed 1.
• Configure, validate, or troubleshoot checkpoints, recovery positions, restart, replay, and idempotent consumers, TLS, authentication, secrets, Kerberos awareness, and secure endpoints, and error policies, discard or dead-letter patterns, retries, and quarantine using course-specific evidence.
• Explain and apply handler statistics, logs, lag, throughput, queue depth, and consumer health within Oracle GoldenGate 12c: Integrate Big Data Ed 1.
• Configure, validate, or troubleshoot batch size, compression, parallelism, network, disk, and JVM tuning, schema mismatch, broker outage, permission failure, and backpressure diagnosis, and operational dashboards, recovery drills, change control, and pipeline runbook using course-specific evidence.

SkillDynamo Training Approach

The training follows a real-time data pipeline publishing Oracle change events to a big data lake and streaming platform with schema control, delivery guarantees, observability, and replay. Activities combine product-specific demonstrations, guided implementation, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, solution review, and a final improvement plan. Learners document assumptions, settings, commands or transactions, outputs, exceptions, corrective actions, security and governance trade-offs, rollback needs, and operational ownership.