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de-zoomcamp-2024's Introduction

DE Zoomcamp 2024 by DataTalksClub

This repository contains files that I made or edit to fulfill my answer for tasks along my participation on Data Engineering Zoomcamp 2024.

Week 1: Introduction and Prerequisites

  • Contents: GCP, Docker, docker-compose, Postgres run with Docker, Terraform
  • Homework: Homework
  • Answer: Answer

Week 2: Workflow Orchestration

  • Contents: Data Lake, Workflow orchestration, Mage, ETL
  • Homework: Homework
  • Answer: Answer

Week 3: Data Warehouse

  • Contents: Data Warehouse, Google BigQuery, Partitioning and Clustering, Internals of BigQuery, BigQuery Machine Learning
  • Homework: Homework
  • Answer: Answer

Week 4: Analytics Engineering

  • Contents: Analytics Engineering, dbt (data build tool), dbt models, Testing and documenting, Deployment to the cloud and locally, Visualizing the data
  • Homework:
  • Answer:

Week 5: Batch Processing

  • Contents: Batch Processing, Spark, Spark Dataframes, Spark SQL, Spark GroupBy and Joins
  • Homework:
  • Answer:

Week 6: Streaming Processing

  • Contents: Kafka, Kafka Streams, Kafka Connect, and KSQL
  • Homework:
  • Answer:

Week 7: Final Project

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