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Data Engineering

1. Lecture

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 1. Lecture
    Table of contents
    
    1. Introduction to Cloud Computing
    
    2. Google Cloud Platform & Remote Development
  - 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
- 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

Cloud Computing & Remote Development Environment🔗

1. Introduction to Cloud Computing🔗

2. Google Cloud Platform & Remote Development🔗