8000 ersinsunay22 (Ersin Sunay) · GitHub
[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to content
View ersinsunay22's full-sized avatar
🤒
Out sick
🤒
Out sick

Block or report ersinsunay22

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ersinsunay22/README.md

Python Developer Roadmap

Roadmap to becoming a Python developer in 2022-2023: Below you can find a chart demonstrating the paths that you can take and the libraries that you would want to learn to become a Python developer. I made this chart as a tip for everyone who asks me, "What should I learn next as a Python developer?"

Disclaimer

The purpose of this roadmap is to give you an idea about the landscape. The road map will guide you if you are confused about what to learn next, rather than encouraging you to pick what is hype and trendy. You should grow some understanding of why one tool would be better suited for some cases than the other and remember hype and trendy does not always mean best suited for the job.

Give a Star! ⭐

If you like or are using this project to learn or start your solution, please give it a star. Thanks!

Roadmap

Roadmap

TODO:

  • Add Microservices
  • < 8000 li>Good to Know Libraries
  • Add API Clients
  • Add extra subtree for data process and data manipulation

Resources

  1. Prerequisites

  2. General Development Skills

    • Learn GIT, create a few repositories on GitHub, share your code with other people
    • Know HTTP(S) protocol, request methods (GET, POST, PUT, PATCH, DELETE, OPTIONS)
    • Don't be afraid of using Google, Power Searching with Google
    • Read a few books about algorithms and data structures
    • Learn about implementation of a basic Authentication
    • Solid principles, architectural & design patterns, ecc
    • Basics of software testing (unit, integration, e2e)
  3. CLI Tools

    1. google/python-fire
    2. click
  4. Web Frameworks + Routers

    1. Flask
    2. Django
  5. Databases

    1. Relational

      1. SQL Server
      2. PostgreSQL
      3. MariaDB
      4. MySQL
    2. Cloud Databases

    3. Search Engines

    4. NoSQL

  6. ORMs

    1. Django ORM
    2. SQLAlchemy
    3. Extra
  7. Caching

    1. Memcached
    2. Distributed Cache
      1. Redis
      2. Memcached
  8. Logging

    1. Log Frameworks
    2. Log Management System
    3. Distributed Tracing
  9. Real-Time Communication

    1. SignalPy
    2. Socket.IO
  10. API Clients

    1. REST

    2. GraphQL

  11. Good to Know

  12. Machine Learning

    1. NLTK
    2. TensorFlow
    3. Keras
    4. PyTorch
    5. Scikit-Learn
    6. Pandas
    7. Numpy
  13. Testing

    1. Unit, Behavior, Integration Testing
      1. Pytest-mock
      2. Testify
      3. Robot
      4. Pytest
      5. Doctest
      6. Pytest-bdd
      7. Cucumber
      8. Dockertest
    2. E2E Testing
  14. Task Scheduling

  15. MicroServices

    1. Message-Broker

    2. Building message-driven

    3. Frameworks

    4. RPC

  16. Python-Patterns

Wrap Up

If you think the roadmap can be improved, please do open a PR with any updates and submit any issues. Also, I will continue to improve this, so you might want to star this repository to revisit.

Idea from : Go developer roadmap

Contribution

The roadmap is built using Draw.io. Project file can be found at python-developer-roadmap.xml file. To modify it, open draw.io, click Open Existing Diagram and choose xml file with project. It will open the roadmap for you. Update it, upload and update the images in readme and create a PR (export as png with 400% zoom and minify that with Compressor.io).

  • Open a pull request with improvements
  • Discuss ideas in issues
  • Spread the word

Popular repositories Loading

  1. ersinsunay22 ersinsunay22 Public

    Config files for my GitHub profile.

  2. Python-developer-roadmap Python-developer-roadmap Public

    Forked from ErdemOzgen/Python-developer-roadmap

    Roadmap for becoming Python developer.

  3. csvtotable csvtotable Public

    Forked from vividvilla/csvtotable

    Simple command-line utility to convert CSV files to searchable and sortable HTML table.

    Python

  4. instamojo-php instamojo-php Public

    Forked from Instamojo/instamojo-php

    A PHP wrapper for the instamojo API.

    PHP

  5. data-science-complete-tutorial data-science-complete-tutorial Public

    Forked from edyoda/data-science-complete-tutorial

    For extensive instructor led learning

    Jupyter Notebook

  6. Complete-Placement-Preparation Complete-Placement-Preparation Public

    Forked from anushka23g/Complete-Placement-Preparation

    This repository consists of all the material required for cracking the coding rounds and technical interviews during placements.

0