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https://github.com/DjangoEx/awesome-python-roadmaps

Awesome Python roadmaps
https://github.com/DjangoEx/awesome-python-roadmaps

List: awesome-python-roadmaps

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Awesome Python roadmaps

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README 

        
# Awesome Python Roadmaps



## Awesome Roadmaps

As we are not interested in reinventing the wheel, we recommend you follow the following roadmaps to ace your career as a Python Software Engineer in each career path you would like to work which can be done via Python programming language.



### Awesome Python Roadmaps



- Basic Knowledge

    - [Computer Science Roadmap](https://roadmap.sh/computer-science)

    - [Python Developer Roadmap](https://roadmap.sh/python)



- Career Path

    - [Backend Developer Roadmap](https://roadmap.sh/backend)

    - [Software Design and Architecture Roadmap](https://roadmap.sh/software-design-architecture)

    - [Data Sciecnce Roadmap](https://i.am.ai/roadmap/#data-science-roadmap)

    - [Machine Learning Roadmap](https://i.am.ai/roadmap/#machine-learning-roadmap)

    - [Deep Learning Roadmap](https://i.am.ai/roadmap/#deep-learning-roadmap)

    - [Data Engineer Roadmap](https://github.com/datastacktv/data-engineer-roadmap)

    - [Big Data Engineer Roadmap](https://i.am.ai/roadmap/#big-data-engineer-roadmap)

    - [System Design Roadmap](https://roadmap.sh/system-design)

    - [Software Architect Roadmap](https://roadmap.sh/software-architect)



**Resources**



The following resources include books, videos, articles, etc. collected by [DjangoEx](https://github.com/DjangoEx) community is recommended. Feel free to contribute and add awesome resources.



- [Prerequisites](https://github.com/DjangoEx/awesome-python-resources#prerequisites)

  - [Algorithms and Data Structures](https://github.com/DjangoEx/awesome-python-resources#algorithms-and-data-structures)

  - [System Design](https://github.com/DjangoEx/awesome-python-resources#system-design)

  - [Git](https://github.com/DjangoEx/awesome-python-resources#git)

  - [Operating System](https://github.com/DjangoEx/awesome-python-resources#operating-system)

  - [Virtual Environment](https://github.com/DjangoEx/awesome-python-resources#virtual-environment)

  - [Python](https://github.com/DjangoEx/awesome-python-resources#python)

- [Career Path](https://github.com/DjangoEx/awesome-python-resources#career-path)

  - [Backend](https://github.com/DjangoEx/awesome-python-resources#backend)

  - [Data Science](https://github.com/DjangoEx/awesome-python-resources#data-science)

  - [Machine Learning](https://github.com/DjangoEx/awesome-python-resources#machine-learning)

  - [Deep Learning](https://github.com/DjangoEx/awesome-python-resources#deep-learning)

  - [Neural Networks](https://github.com/DjangoEx/awesome-python-resources#neural-networks)

  - [Image Processing](https://github.com/DjangoEx/awesome-python-resources#image-processing)

  - [DevOps](https://github.com/DjangoEx/awesome-python-resources#devops)

  - [Hacking](https://github.com/DjangoEx/awesome-python-resources#hacking)

  - [Algorithmic Trading](https://github.com/DjangoEx/awesome-python-resources#algorithmic-trading)

  - [Bot](https://github.com/DjangoEx/awesome-python-resources#bot)

- [Advanced Topics](https://github.com/DjangoEx/awesome-python-resources#advanced-topics)

  - [Databases](https://github.com/DjangoEx/awesome-python-resources#databases)

  - [ORM](https://github.com/DjangoEx/awesome-python-resources#orm)

  - [Clean Code](https://github.com/DjangoEx/awesome-python-resources#clean-code)

  - [Clean Architecture](https://github.com/DjangoEx/awesome-python-resources#clean-architecture)

  - [Caching](https://github.com/DjangoEx/awesome-python-resources#caching)

  - [Testing](https://github.com/DjangoEx/awesome-python-resources#testing)

  - [Container Platforms](https://github.com/DjangoEx/awesome-python-resources#container-platforms)

  - [Programming Paradigms](https://github.com/DjangoEx/awesome-python-resources#programming-paradigms)

  - [Architectural Patterns](https://github.com/DjangoEx/awesome-python-resources#architectural-patterns)

  - [Design Principles](https://github.com/DjangoEx/awesome-python-resources#design-principles)

  - [Design Patterns](https://github.com/DjangoEx/awesome-python-resources#design-patterns)

  - [Message Brokers](https://github.com/DjangoEx/awesome-python-resources#message-brokers)

  - [WSGI Servers](https://github.com/DjangoEx/awesome-python-resources#wsgi-servers)

  - [ASGI Servers](https://github.com/DjangoEx/awesome-python-resources#asgi-servers)

  - [Web Servers](https://github.com/DjangoEx/awesome-python-resources#web-servers)

  - [API](https://github.com/DjangoEx/awesome-python-resources#api)

  - [Availability and Reliability](https://github.com/DjangoEx/awesome-python-resources#availability-and-reliability)

  - [Distributed Systems](https://github.com/DjangoEx/awesome-python-resources#distributed-systems)

  - [Reactive Systems](https://github.com/DjangoEx/awesome-python-resources#reactive-systems)

  - [Refactoring](https://github.com/DjangoEx/awesome-python-resources#refactoring)

  - [Security](https://github.com/DjangoEx/awesome-python-resources#security)

  - [Monitoring](https://github.com/DjangoEx/awesome-python-resources#monitoring)

  - [Soft Skill](https://github.com/DjangoEx/awesome-python-resources#soft-skill)

  - [Public Cloud](https://github.com/DjangoEx/awesome-python-resources#public-cloud)

  - [IoT](https://github.com/DjangoEx/awesome-python-resources#iot)



### Contribution



Before you head over, read the [Contribution Guide](CONTRIBUTING.md) first. You are new to contribution process? For more information about the steps and guides, check out the [First Contribution Guide](https://github.com/firstcontributions/first-contributions).