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https://github.com/flypythoncom/python

python is all you need !
https://github.com/flypythoncom/python
gpt learning-python python python-book python-course
Last synced: 14 days ago
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python is all you need !
Host: GitHub
URL: https://github.com/flypythoncom/python
Owner: flypythoncom
Created: 2012-09-06T07:00:59.000Z (almost 12 years ago)
Default Branch: master
Last Pushed: 2024-06-25T16:25:45.000Z (16 days ago)
Last Synced: 2024-06-25T18:13:39.732Z (16 days ago)
Topics: gpt, learning-python, python, python-book, python-course
Homepage:
Size: 13.5 MB
Stars: 3,475
Watchers: 376
Forks: 1,349
Open Issues: 0
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
Lists

StarryDivineSky - xxg1413/python
README

        # FlyPython 

[python.flypython.com](https://python.flypython.com )

## Python News

- [python official](https://www.python.org/)

- [medium](https://medium.com/tag/python)

- reddit

   - [python](https://www.reddit.com/r/Python/)

   - [learn python](https://www.reddit.com/r/learnpython/)

   - [python tips](https://www.reddit.com/r/pythontips/)

   - [python coding](https://www.reddit.com/r/pythoncoding)

## Python for LLM 

## Python Books

#### Beginner

- 《Python Crash Course: A Hands-On, Project-Based Introduction to Programming for begainners》

   - ※※※※※

   - [Amazon](https://www.amazon.com/Python-Crash-Course-Hands-Project-Based/dp/1593276036)

   

- 《STARTING OUT WITH PYTHON (4TH EDITION)》

  - ※※※※※

  - [Amazon](https://www.amazon.com/Starting-Out-Python-Tony-Gaddis/dp/0134444329)

- 《Automate the Boring Stuff with Python: Practical Programming for Total Beginners 》

  - ※※※※※

  - [Amazon](https://www.amazon.com/Automate-Boring-Stuff-Python-Programming/dp/1593275994)

- 《Python Cookbook: Recipes for Mastering Python 3 Paperback 》

  - ※※※※※

  - [Amazon](https://www.amazon.co.uk/Python-Cookbook-David-Beazley/dp/1449340377)

   

## Course

#### Beginer

 - [Python for Everybody](https://www.coursera.org/specializations/python)

 - [Python 3 Programming](https://www.coursera.org/specializations/python-3-programming)

## Data Science

#### matplotlib

- [AnatomyOfMatplotlib](https://github.com/matplotlib/AnatomyOfMatplotlib)

## Github Top 45




1. [Algorithm](#algorithm)

1. [Guide](#guide)

1. [Structure](#structure)

1. [List](#list)

1. [Class](#class)

1. [Web Scraping](#web-scraping)

1. [Automation](#automation)

1. [Bot](#bot)

1. [Spreasheet](#spreasheet)

1. [Finance](#finance)

1. [Blockchain](#blockchain)

1. [Video Sythesizer](#video-sythesizer)

1. [Performance](#performance)

1. [Django](#django)

1. [Flake](#flake)

1. [NumPy](#numpy)

1. [NashPy](#nashpy)

1. [Markov Process](#markov-process)

1. [Data Analysis](#data-analysis)

1. [Get Started](#get-started)




### Recommended Learning

A) REST APIs: [Build professional REST APIs with Python, Flask, Flask-RESTful, and Flask-SQLAlchemy.](http://bit.ly/2nktytU) [12,602 recommends, 4.6/5 stars]

B) Algorithmic Trading: [Python for Financial Analysis and Algorithmic Trading: Learn numpy , pandas , matplotlib , quantopian , finance.](http://bit.ly/2FfVW8G) [18,077 recommends, 4.6/5 stars]




### Algorithm

* [Interactive Python coding interview challenges (algorithms and data structures)](https://github.com/donnemartin/interactive-coding-challenges?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Algorithms: Minimal examples of data structures and algorithms in Python](https://github.com/keon/algorithms?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Pygorithm: A fun way to learn all major Python algorithms](http://pygorithm.readthedocs.io/en/latest?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Guide

* [wtfPython: A collection of interesting, subtle, and tricky Python snippets](https://github.com/satwikkansal/wtfPython?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Structure

* [Alice in Python projectland: A comprehensive guide for how to go from Python scripts to a packaged project.](http://veekaybee.github.io/2017/09/26/python-packaging?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### List

* [Python List Comprehension Tutorial](http://www.datacamp.com/community/tutorials/python-list-comprehension?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Class

* [Enriching Your Python Classes With Dunder (Magic, Special) Methods](https://dbader.org/blog/python-dunder-methods?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Web Scraping

* [Web Scraping With Python: Scrapy, SQL, Matplotlib To Gain Web Data Insights](http://www.scrapingauthority.com/python-scrapy-mysql-and-matplotlib-to-gain-web-data-insights?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Advanced Web Scraping: Bypassing "403 Forbidden," captchas, and more](http://sangaline.com/post/advanced-web-scraping-tutorial?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Mastering Python Web Scraping: Get Your Data Back](https://hackernoon.com/mastering-python-web-scraping-get-your-data-back-e9a5cc653d88?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Automation

* [Wedding at Scale: How I Used Twilio, Python and Google to Automate My Wedding](https://www.twilio.com/blog/2017/04/wedding-at-scale-how-i-used-twilio-python-and-google-to-automate-my-wedding.html?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [How I used Python to find interesting people to follow on Medium](https://medium.freecodecamp.org/how-i-used-python-to-find-interesting-people-on-medium-be9261b924b0?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Bot

* [Making a Reddit + Facebook Messenger Bot](https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [My open source Instagram bot (written in Python) got me 2,500 real followers for $5 in server costs](https://medium.freecodecamp.com/my-open-source-instagram-bot-got-me-2-500-real-followers-for-5-in-server-costs-e40491358340?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Spreasheet

* [Python Excel Tutorial: The Definitive Guide - Karlijn Willems](http://www.datacamp.com/community/tutorials/python-excel-tutorial?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Google Sheets and Python](https://www.youtube.com/watch?v=vISRn5qFrkM?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Finance

* [Python For Finance: Algorithmic Trading](https://www.datacamp.com/community/tutorials/finance-python-trading?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Intro and Getting Stock Price Data - Python Programming for Finance p.1 - Sentdex](https://www.youtube.com/watch?v=2BrpKpWwT2A?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Analyzing Cryptocurrency Markets Using Python](https://blog.patricktriest.com/analyzing-cryptocurrencies-python?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Blockchain

* [Learn Blockchains by Building One](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Let’s Build the Tiniest Blockchain](https://medium.com/crypto-currently/lets-build-the-tiniest-blockchain-e70965a248b?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Video Synthesizer

* [Building a Video Synthesizer in Python](https://www.makeartwithpython.com/blog/video-synthesizer-in-python?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Performance

* [A million requests per second with Python](https://medium.freecodecamp.com/million-requests-per-second-with-python-95c137af319?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Yes, Python is Slow, and I Don’t Care](https://hackernoon.com/yes-python-is-slow-and-i-dont-care-13763980b5a1?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Memoization in Python: How to Cache Function Results – Dan Bader](https://dbader.org/blog/python-memoization?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Django

* [A Complete Beginner's Guide to Django - Part 1](https://simpleisbetterthancomplex.com/series/2017/09/04/a-complete-beginners-guide-to-django-part-1.html?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Build a REST API with Django – A Test Driven Approach: Part 1](https://scotch.io/tutorials/build-a-rest-api-with-django-a-test-driven-approach-part-1?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Flake

* [The Big Ol' List of Rules](https://lintlyci.github.io/Flake8Rules?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Developing RESTful APIs with Python and Flask](https://auth0.com/blog/developing-restful-apis-with-python-and-flask?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### NumPy

* [From Python to Numpy](http://www.labri.fr/perso/nrougier/from-python-to-numpy/?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Exploring Line Lengths in Python Packages](http://jakevdp.github.io/blog/2017/11/09/exploring-line-lengths-in-python-packages?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### NashPy

* [Nashpy - Tutorial: building and finding the equilibrium for a simple game](http://nashpy.readthedocs.io/en/latest/tutorial?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Markov Process

* [Simulating Chutes & Ladders in Python](https://jakevdp.github.io/blog/2017/12/18/simulating-chutes-and-ladders?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Data Analysis

* [Exploring United States Policing Data Using Python](https://blog.patricktriest.com/police-data-python?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Analyzing 1000+ Greek Wines With Python](https://tselai.com/greek-wines-analysis.html?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [How to Generate FiveThirtyEight Graphs in Python](https://www.dataquest.io/blog/making-538-plots?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Playing with 80 Million Amazon Product Review Ratings Using Apache Spark with Python](http://minimaxir.com/2017/01/amazon-spark?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Fast GeoSpatial Analysis in Python](https://matthewrocklin.com/blog//work/2017/09/21/accelerating-geopandas-1?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [Planet: Understanding the Amazon from Space, 1st Place Winner's Interview](http://blog.kaggle.com/2017/10/17/planet-understanding-the-amazon-from-space-1st-place-winners-interview?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)




### Get Started

* [Learning Python: From Zero to Hero](https://medium.freecodecamp.org/learning-python-from-zero-to-hero-120ea540b567?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [A List of Non Trivial Python Exercises](https://www.ynonperek.com/2017/09/21/python-exercises?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [API Design: Think First, Code Later](https://www.ckl.io/blog/api-design-think-first-code-later?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [The Hitchhiker’s Guide to Machine Learning in Python](https://medium.freecodecamp.org/the-hitchhikers-guide-to-machine-learning-algorithms-in-python-bfad66adb378?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [How to learn Python programming: 6 experienced Python developers share their learning tips](https://coolpythoncodes.com/best-way-learn-python-programming?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)

* [ you can find out How Did Python Become A Data Science Powerhouse?](https://www.youtube.com/watch?v=9by46AAqz70?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)