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Data Engineering

Lectures

SupaeroDataScience/DE

Data Engineering

SupaeroDataScience/DE

Overview
Overview
- Syllabus
Data Storage
Data Storage
Data Computation
Data Computation
- Introduction
- Cloud Computing
  Cloud Computing
  - Lectures
  - TP
- Containers, Docker
  Containers, Docker
  - Lecture
  - TP
- Google Cloud and Docker BE
- Recap Cloud & Docker
- Distributed DBMS
- Reading List
Data Distribution
Data Distribution
- Introduction
- Deployment
  Deployment
  - Lectures Lectures
    Table of contents
    
    Intro to MLOPs & Deployment
    
    Intro to Orchestration
  - TP
- Kubernetes
  Kubernetes
  - TP
- Functional Programming
- Hadoop and MapReduce
- Spark
- Cloud DBMS
- Dask on Kubernetes
- Dask project

Intro to MLOPs & Deployment🔗

Intro to MLOPs & Deployment🔗

Intro to Orchestration🔗