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A data engineering course that focuses on how to create a real-time Twitter analytics dashboard for streaming tweets with a sentiment analysis (NLP) feature.

Dockerfile 0.01% Python 1.33% Jupyter Notebook 98.65%
data-engineering docker docker-compose kafka spark dash-plotly mangodb metabase nlp nltk tweet-analysis twitterstream

data-engineering-course's Introduction

Tuwaiq_Academy

Day Slides Examples
Day#1 Slides Run Jupyter Docker image or
Day#2 Slides
Day#3 Slides Run the project using Docker or

Dashbord

First Day

Reivew the Slides

Command to run Just jupyter docker image

docker compose up jupyter   

Second Day

Reivew the Slides

Third day

Reivew the Slides

Dashbord

Commands of docker compose

  • build the docker image
docker compose build  
  • run all
docker compose up  
  • stop and remove all
docker compose down 
  • clean
docker volume rm $(docker volume ls -q)
docker image rm $(docker image ls -q)
docker system prune

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