codyowl / python-resources

A repo full of resources for python and python related things.

Python :

online courses:

• Basics : python-course.eu

##Decorators:

• Diving Deep into Decorators

##learning efficiently:

• simplydjango

Django :

---

login authentication :

• Django authentication rightway

progression :

• Django Models
• Model Instance Methods & Properties
• Model-level field validation
• How models map to databases and Primary Keys
• Django Forms and Formsets
• Form validation
• Model Form
• Function Based Views (FBVs)
• Class Based Views (CBVs)
• CRUD in Django Views (Create Retrieve Update Delete List)
• Django Templates
• Template Inheritance
• Template shortcuts & Filters
• Django translation

Image uploader :

• Image upload samples :
  • [coderwall] (https://coderwall.com/p/bz0sng/simple-django-image-upload-to-model-imagefield)
  • [bogotobogo] (http://www.bogotobogo.com/python/Django/Python_Django_Image_Files_Uploading_Example.php)

Registration :

• Registrations samples:
  • [tinbrain](http://musings.tinbrain.net/blog/2014/sep/21/registration-django-easy-way/(with email confirmation))

Rest API:

---

• Building rest api with python
• Designing a restful api with Flask

Django rest framework:

• Authenticaton:
  • tivix
  • chrisbartos

Regular Expression:

---

• regexone

DataScience:

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• Cheat sheet

Code quality:

---

• python anti pattern

Machine Learning:

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• Introduction to machine learning in python with scikit-learn
• First machine learning project with python
• Getting started with Machine learning on linux with python3 and scikit-learn

Neural Network:

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• Develop Your First Neural Network in Python With Keras Step-By-Step

Artificial Intelligence:

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• Creating a simple python AI

Data structure and algorithm:

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• Linked list
• Basic sorting algorithms
• Linear Regression

Web application security with python:

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• OWASP Python Security Project
• Writing Basic security tools using python

Academics:

---

• python for physics
• python for chemistry
• Doing math in python

Game Programming:

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• pygame basics

Cryptography:

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• cryptography module

Distributed systems:

• dispy(module)

NLP:

• Getting started on NLP with python
• Natural Language Processing for programmers

Deployment:

---

Heroku:

• How to set django app on heroku

uWSGI and Nginx:

• Deploy Django Applications Using uWSGI and Nginx on Ubuntu 14.04

Web Crawling:

---

Scrapy:

• Web scraping and crawling with scrapy and mongodb

Advanced topics:

---

Memory Management:

• Python Memory Management(youtube)
• "Dude, where's my ram ?" A Deep dive into how python uses memory(youtube)

Documentations:

---

Official python documentation lists:

Requests:

• Requests - Http for humans

#Modules/Libraries:

Artificial Intelligence:

• pyBrain

Distributed computing:

• Dispy

Microservices:

• nameko

Deep Learning:

• Theano
• TensorFlow
• Lasagne
• Keras
• Mxnet
• Sklearn-theano
• Blocks
• Deepy
• pylearn2
• neon
• gensim
• Chainer
• Hebel
• nolearn