https://github.com/lealre/python-bootcamp-de

Projects and Classes from Python Bootcamp for Data Engineering
https://github.com/lealre/python-bootcamp-de

Last synced: 10 days ago
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Projects and Classes from Python Bootcamp for Data Engineering

• Host: GitHub
• URL: https://github.com/lealre/python-bootcamp-de
• Owner: lealre
• Created: 2024-02-22T19:12:58.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-05-04T10:50:37.000Z (7 months ago)
• Last Synced: 2024-05-04T11:38:44.822Z (7 months ago)
• Language: Python
• Homepage:
• Size: 508 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Python Bootcamp  for Data Engineering

In this repository, I applied the concepts taught in the [Data Engineering  Python Bootcamp](https://github.com/lvgalvao/data-engineering-roadmap/tree/main/bootcamp) by [Luciano Galvão](https://github.com/lvgalvao).

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Duration: 4 weeks - 20 classes

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# Contents

### Projects

- [Project 01](https://github.com/lealre/one-billion-rows-challenge) - One Billion Rows Challenge

- [Project 02](https://github.com/lealre/crud-rental-properties) - CRUD with FastAPI, SQLAlchemy, PostgreSQL and Streamlit

### Classes

- [Day 01 - Python Introduction](https://github.com/lealre/bootcamp-de/tree/main/01)

- [Day 02 - TypeError, Type Check, Type Conversion, try-except and if](https://github.com/lealre/bootcamp-de/tree/main/02)

- [Day 03 - DEBUG, IF, FOR, While, Lists and Dictionary](https://github.com/lealre/bootcamp-de/tree/main/03)

- [Day 04 - Type hint, Complex types (Dictionaries x Dataframes x Tables x Excel), and Functions](https://github.com/lealre/bootcamp-de/tree/main/04)

- [Day 05 - Project 01 -  Data Processing Challenge Using Python](https://github.com/lealre/python-bootcamp-de/tree/main/05%20)

- [Day 06 - Questions class](https://github.com/lealre/bootcamp-de/tree/main/06)

- [Day 07 - Functions in Python and Data Structures](https://github.com/lealre/bootcamp-de/tree/main/07)

- [Day 08 - Functions in Python - ETL with Pandas, JSON and Parquet](https://github.com/lealre/bootcamp-de/tree/main/08)

- [Day 09 - Functions in Python - Decorators](https://github.com/lealre/bootcamp-de/tree/main/09)

- [Day 10 - Questions Class](https://github.com/lealre/bootcamp-de/tree/main/10)

- [Day 11 - Introduction to OPP](https://github.com/lealre/bootcamp-de/tree/main/11)

- [Day 12 - Introduction to Classes](https://github.com/lealre/bootcamp-de/tree/main/12)

- [Day 13 - Inheritance and Polymorphism (OOP)](https://github.com/lealre/bootcamp-de/tree/main/13)

- [Day 14 - Inheritance and Polymorphism (OOP)](https://github.com/lealre/bootcamp-de/tree/main/14)

- [Day 15 - Getters and Setters (OOP)](https://github.com/lealre/bootcamp-de/tree/main/15)

- [Day 16 - Review class: Classes, DataClasses and Pydantic](https://github.com/lealre/bootcamp-de/tree/main/16)

- [Day 17 - SQLAlchemy: Set of tools for manipulating SQL in Python](https://github.com/lealre/bootcamp-de/tree/main/17)

- [Day 18 - What is an API? Request, Pydantic and creating our CRUD](https://github.com/lealre/bootcamp-de/tree/main/18)

- [Day 19 - Creating an API - Introduction to ORM](https://github.com/lealre/bootcamp-de/tree/main/19)

- [Day 20 -  Project 02 - CRUD with FastApi, SQLAlchemy, PostgreSQL and Streamlit](https://github.com/lealre/bootcamp-de/tree/main/19)