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

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

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

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

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• Code with Harry
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[oreilly(https://www.oreilly.com/library/view/fluent-python/9781491946237/)]

• Python for Everybody
• Python 3 Programming

• AnatomyOfMatplotlib

1. Algorithm
2. Guide
3. Structure
4. List
5. Class
6. Web Scraping
7. Automation
8. Bot
9. Spreasheet
10. Finance
11. Blockchain
12. Video Sythesizer
13. Performance
14. Django
15. Flake
16. NumPy
17. NashPy
18. Markov Process
19. Data Analysis
20. Get Started

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

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

• Interactive Python coding interview challenges (algorithms and data structures)
• Algorithms: Minimal examples of data structures and algorithms in Python
• Pygorithm: A fun way to learn all major Python algorithms

• wtfPython: A collection of interesting, subtle and tricky Python snippets

• Alice in Python projectland: A comprehensive guide for how to go from Python scripts to a packaged project.

• Python List Comprehension Tutorial

• Enriching Your Python Classes With Dunder (Magic, Special) Methods

• Web Scraping With Python: Scrapy, SQL, Matplotlib To Gain Web Data Insights
• Advanced Web Scraping: Bypassing "403 Forbidden," captchas, and more
• Mastering Python Web Scraping: Get Your Data Back

• Wedding at Scale: How I Used Twilio, Python and Google to Automate My Wedding
• How I used Python to find interesting people to follow on Medium

• Making a Reddit + Facebook Messenger Bot
• My open source Instagram bot (written in Python) got me 2,500 real followers for $5 in server costs

• Python Excel Tutorial: The Definitive Guide - Karlijn Willems
• Google Sheets and Python

• Python For Finance: Algorithmic Trading
• Intro and Getting Stock Price Data - Python Programming for Finance p.1 - Sentdex
• Analyzing Cryptocurrency Markets Using Python

• Learn Blockchains by Building One
• Let’s Build the Tiniest Blockchain

• Building a Video Synthesizer in Python

• A million requests per second with Python
• Yes, Python is Slow, and I Don’t Care
• Memoization in Python: How to Cache Function Results – Dan Bader

• A Complete Beginner's Guide to Django - Part 1
• Build a REST API with Django – A Test Driven Approach: Part 1

• The Big Ol' List of Rules
• Developing RESTful APIs with Python and Flask

• From Python to Numpy
• Exploring Line Lengths in Python Packages

• Nashpy - Tutorial: building and finding the equilibrium for a simple game

• Simulating Chutes & Ladders in Python

• Exploring United States Policing Data Using Python
• Analyzing 1000+ Greek Wines With Python
• How to Generate FiveThirtyEight Graphs in Python
• Playing with 80 Million Amazon Product Review Ratings Using Apache Spark with Python
• Fast GeoSpatial Analysis in Python
• Planet: Understanding the Amazon from Space, 1st Place Winner's Interview

• Learning Python: From Zero to Hero
• A List of Non Trivial Python Exercises
• API Design: Think First, Code Later
• The Hitchhiker’s Guide to Machine Learning in Python
• How to learn Python programming: 6 experienced Python developers share their learning tips
• you can find out How Did Python Become A Data Science Powerhouse?

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