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Data Engineering
2. GCP Compute Workflow
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SupaeroDataScience/DE
Data Engineering
SupaeroDataScience/DE
Overview
Overview
Syllabus
DE Fundamentals
DE Fundamentals
CTF
Data Storage
Data Storage
SQL
PostgreSQL
ETL
ETL
Lecture
TP
Project
Data Computation
Data Computation
Introduction
Cloud Computing & Google Cloud Platform
Cloud Computing & Google Cloud Platform
1. Lecture
2. Hands-on (Setup)
3. Hands-on (Remote Development)
4. Hands-on (GCP)
Containers, Docker
Containers, Docker
1. Lecture
2. Hands-on (Docker)
Workshop GCP & Docker
Workshop GCP & Docker
1. Docker Workflow
2. GCP Compute Workflow
3. GCP Deployment Workflow
Workshop Deploy your ML model into production
Workshop Deploy your ML model into production
1. Lecture
2. Deploy your ML model into production
Recap & Reading List
Appendixes & Technical Notions
Data Distribution
Data Distribution
Introduction
Introduction
Overview
Hadoop and MapReduce
Orchestration & Kubernetes
Orchestration & Kubernetes
Lectures
TP
Spark
Dask on Kubernetes
Dask project
Bureau d'études Cloud & Docker Partie 2
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TODO :)