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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.
10 spots per session maximum — 8 already taken
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Don't let this gap widen
Inefficient dbt Cloud pipelines plague data teams, causing frequent bottlenecks in BI workflows and analytics delivery.
Without dbt Cloud mastery, engineers waste 40% more time—up to 20 hours weekly—on debugging and rework, translating to $180,000 in annual losses per mid-sized team from delayed insights and productivity drags.
This vulnerability links to 65% of data incidents reported by Gartner, risking multimillion-dollar compliance fines, eroded stakeholder trust, and stalled revenue growth.
Every month without optimization expertise compounds these exposures, threatening careers and company competitiveness in a data-driven market.
The Training dbt Cloud - Optimize Professional Data Pipelines 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.
To ensure the quality of the Training dbt Cloud - Optimize Professional Data Pipelines training, Learni provides the following 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.
The assessment of skills acquired during the Training dbt Cloud - Optimize Professional Data Pipelines training is carried out through:
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.
Learni training programs are available for inter-company and intra-company settings, both in-person and remote. Registration is possible up to 48 business hours before the start of training. Our programs are eligible for OPCO, Pôle emploi, and FNE-Formation funding. Contact us to discuss your training project and funding possibilities.
dbt Cloud installation. Creating first project. Understanding dbt as a modeling tool. Managing SQL models. Setting up environment. Exercises on concrete data warehouse cases. Start of enterprise red thread project. Exploring dbt Cloud interface. Authentication configuration. Git integration. Practice on real datasets. Hands-on dbt run commands. Error log analysis. Initial best practices. Preparation of simple pipelines.
Custom dbt macros. Incremental models. Snapshot management. Sources and seeds hierarchy. Professional exercises on complex transformations. Progress on red thread project. Materialization strategies. Variables and Jinja. Basic unit tests. Real e-commerce cases. SQL query optimization. Collaboration via dbt Cloud. Pair programming code review. Hands-on refs and sources. Model dependency resolution.
Generic and singular dbt tests. Advanced schema tests. Freshness checks. Automated documentation. Exercises on sales datasets. Data quality integration in red thread project. dbt Cloud alerts. Metadata governance. Data profiling. Enterprise BI use cases. Custom singular tests. Runtime error management. Best quality practices. Auditing existing pipelines. Hands-on full dbt test.
dbt Cloud jobs configuration. GitHub Actions integration. Automated deployment. Prod/staging environments. Secure deployment exercises. Finalization of red thread project. Model selection. Custom hooks. Performance monitoring. dbt Cloud scaling. Real data teams cases. Secrets management. Rollback strategies. Cloud cost optimization. Practice full CI/CD workflow.
Snowflake, BigQuery, Postgres connectors. dbt with Airflow. dbt Cloud APIs and webhooks. Hybrid integration exercises. Red thread project defense. Final optimizations. Best scalability practices. Enterprise governance. Skills certification. Success case studies. Advanced troubleshooting. dbt Cloud roadmap. Q&A with expert trainer. Skills evaluation. Training closure with certification.
Target audience
Data engineers, BI analysts, data architects seeking to advance their dbt Cloud skills
Prerequisites
Advanced SQL, Git, Python basics, and data warehouse fundamentals
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