- The Lead training comes after the Fullstack training (JEDHA)
- Regarding the notes and projects of the Fullstack training you can find them here
- 3 weeks
- june 24 - july 12 2024
- JEDHA web page of the Lead training
- Distributed Machine Learning
- Docker
- Kubernetes
- Helm & Kubernetes
- Distributed Machine Learning with Ray
- Distributed Deep Learning with Ray
- Reinforcement Learning
- Intro : OpenAIGym, Code Q
- Deep Reinforcement Learning : Ray RLib
- Data pipelines
- Airbyte, ETL vs ELT
- Kafka
- Graph Databases : Neo4j
- Automation & Workflow
- Automate Workflows with Zapier
- Airflow
- ETL with Airflow
- Machine learning monitoring
- Evidently
- Final Project
- Project : Fraude Detection. I was in charge of the architecture and infra.