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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.
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The Training Delta Lake - Managing Scalable ACID Data Lakes 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 Delta Lake - Managing Scalable ACID Data Lakes 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 Delta Lake - Managing Scalable ACID Data Lakes 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.
Dive into Delta Lake installation on Spark, creation of Delta Lake tables with ACID transactions to avoid common enterprise data corruptions, practical exercises on ingesting terabytes from S3 or ADLS, use of OPTIMIZE and Z-Ordering to accelerate SQL queries by 10x, real-world resilient ETL cases with automated checkpoints, production of data quality reports at end of day to validate your professional skills.
Explore time travel to restore historical data versions in case of human error, implement automatic schema evolution during pipeline migrations, integrate Delta Lake with Spark streaming for scalable real-time flows, configure Delta Live Tables for automated enterprise pipelines, advanced tests on governance with Unity Catalog, completion of a full red thread project with monitoring and alerting, deliverables ready for certified production.
Target audience
Data engineers, big data architects, data platform managers in companies for certified skills development
Prerequisites
Advanced mastery of Apache Spark, PySpark or Scala, data lake management on S3/ADLS, optimized SQL and complex ETL
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