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  1 | # learn-python
  2 | Python Top 45 Articles of 2017
  3 | 
  4 | <img src="background.png" width="800" alt="Mybridge"></a>
  5 | 
  6 | For Jan-Dec 2017, we compared nearly 18,000 articles about Python Programming and picked the Top 45 (0.25%).
  7 | 
  8 | This is an extremely competitive list. [Mybridge AI](https://www.mybridge.co) ranks articles based on the quality of content measured by our machine and a variety of human factors including the number of shares and minutes read.
  9 | 
 10 | This directory is designed to make your life easier as it organizes the most useful articles by 20 key topics, where experienced programmers share their lessons working with Python.
 11 | 
 12 | <img src="chart.png" width="1400" alt="Mybridge"></a>
 13 | 
 14 | If you like a version with images: [Go to our Medium link](https://goo.gl/2DmL7u)
 15 | 
 16 | <br>
 17 | 
 18 | 
 19 | 1. [Algorithm](#algorithm)
 20 | 1. [Guide](#guide)
 21 | 1. [Structure](#structure)
 22 | 1. [List](#list)
 23 | 1. [Class](#class)
 24 | 1. [Web Scraping](#web-scraping)
 25 | 1. [Automation](#automation)
 26 | 1. [Bot](#bot)
 27 | 1. [Spreasheet](#spreasheet)
 28 | 1. [Finance](#finance)
 29 | 1. [Blockchain](#blockchain)
 30 | 1. [Video Sythesizer](#video-sythesizer)
 31 | 1. [Performance](#performance)
 32 | 1. [Django](#django)
 33 | 1. [Flake](#flake)
 34 | 1. [NumPy](#numpy)
 35 | 1. [NashPy](#nashpy)
 36 | 1. [Markov Process](#markov-process)
 37 | 1. [Data Analysis](#data-analysis)
 38 | 1. [Get Started](#get-started)
 39 | 
 40 | <br>
 41 | 
 42 | ### Recommended Learning
 43 | 
 44 | 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]
 45 | 
 46 | 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]
 47 | 
 48 | <br>
 49 | 
 50 | ### Algorithm
 51 | * [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)
 52 | * [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)
 53 | * [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)
 54 | 
 55 | <br>
 56 | 
 57 | ### Guide
 58 | * [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)
 59 | 
 60 | <br>
 61 | 
 62 | ### Structure
 63 | * [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)
 64 | 
 65 | <br>
 66 | 
 67 | ### List
 68 | * [Python List Comprehension Tutorial](http://www.datacamp.com/community/tutorials/python-list-comprehension?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
 69 | 
 70 | <br>
 71 | 
 72 | ### Class
 73 | * [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)
 74 | 
 75 | <br>
 76 | 
 77 | ### Web Scraping
 78 | * [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)
 79 | * [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)
 80 | * [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)
 81 | 
 82 | <br>
 83 | 
 84 | ### Automation
 85 | * [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)
 86 | * [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)
 87 | 
 88 | <br>
 89 | 
 90 | ### Bot
 91 | * [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)
 92 | * [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)
 93 | 
 94 | <br>
 95 | 
 96 | ### Spreasheet
 97 | * [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)
 98 | * [Google Sheets and Python](https://www.youtube.com/watch?v=vISRn5qFrkM?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
 99 | 
100 | <br>
101 | 
102 | ### Finance
103 | * [Python For Finance: Algorithmic Trading](https://www.datacamp.com/community/tutorials/finance-python-trading?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
104 | * [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)
105 | * [Analyzing Cryptocurrency Markets Using Python](https://blog.patricktriest.com/analyzing-cryptocurrencies-python?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
106 | 
107 | <br>
108 | 
109 | ### Blockchain
110 | * [Learn Blockchains by Building One](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
111 | * [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)
112 | 
113 | <br>
114 | 
115 | ### Video Sythesizer
116 | * [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)
117 | 
118 | <br>
119 | 
120 | ### Performance
121 | * [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)
122 | * [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)
123 | * [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)
124 | 
125 | <br>
126 | 
127 | ### Django
128 | * [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)
129 | * [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)
130 | 
131 | <br>
132 | 
133 | ### Flake
134 | * [The Big Ol' List of Rules](https://lintlyci.github.io/Flake8Rules?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
135 | * [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)
136 | 
137 | <br>
138 | 
139 | ### NumPy
140 | * [From Python to Numpy](http://www.labri.fr/perso/nrougier/from-python-to-numpy/?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
141 | * [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)
142 | 
143 | <br>
144 | 
145 | ### NashPy
146 | * [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)
147 | 
148 | <br>
149 | 
150 | ### Markov Process
151 | * [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)
152 | 
153 | <br>
154 | 
155 | ### Data Analysis
156 | * [Exploring United States Policing Data Using Python](https://blog.patricktriest.com/police-data-python?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
157 | * [Analyzing 1000+ Greek Wines With Python](https://tselai.com/greek-wines-analysis.html?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
158 | * [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)
159 | * [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)
160 | * [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)
161 | * [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)
162 | 
163 | <br>
164 | 
165 | ### Get Started
166 | * [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)
167 | * [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)
168 | * [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)
169 | * [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)
170 | * [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)
171 | * [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)
172 | 


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