Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/CodementorIO/Python-Learning-Resources


https://github.com/CodementorIO/Python-Learning-Resources

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README 

        
# Awesome-Python

Python is an easy to learn language many beginners to coding choose as their first programming language and it is not limited to web development, as you can build games and applications for academical research with it. If you are new to programming or simply interested in learning Python, here are some resources you can use.



## Best Collection of Python Tutorials

  - Learning Guide- [Learn Python Online](https://www.codementor.io/learn-python-online)

  - Tutorial- [Python Tutorials for Beginners and Programmers](https://www.codementor.io/python/tutorial)



## Online Help

  - Online Experts- [1:1 Python Help from Proven Experts](https://www.codementor.io/python-experts)



## Platform for Python Tutorials

  - [Bucky's Room](https://buckysroom.org/videos.php?cat=98)

  - [Think Python](http://www.greenteapress.com/thinkpython/)

  - [Learn Python](http://www.learnpython.org/)

  - [Python for You and Me](http://pymbook.readthedocs.org/en/py3/)

  - [Learn Python the Hard Way](http://learnpythonthehardway.org/book/)

  - [edX Introduction to Computer Science and Programming Using Python] (https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-5)



## General Topics for Beginners

  - [Python Tutorials for Beginners and Programmers ](https://www.codementor.io/python/tutorial)

  - [Python Beginner Tutorial: for Loops and Iterators](https://www.codementor.io/python/tutorial/python-generators-and-iterators)

  - [Python 2.7 vs Python 3.4 ─ What should Python Beginners choose?](https://www.codementor.io/python/tutorial/python-2-7-vs-python-3-4)

  - [Wishful Coding in Python: A Problem Solving Philosophy](https://www.codementor.io/python/tutorial/wishful-coding-python-solving-big-problems)

  - [Introduction to Python Decorators](https://www.codementor.io/python/tutorial/introduction-to-decorators)

  - [Beginner's Guide to Debugging Python: Print Statements](https://www.codementor.io/python/tutorial/how-to-debug-python-code-beginners-print-line)

  - [How to Create Custom Exceptions in Python](https://www.codementor.io/python/tutorial/python-custom-exception)

  - [A SQLAlchemy Cheat Sheet](https://www.codementor.io/python/tutorial/understanding-sqlalchemy-cheat-sheet)

  - [Python Framework Comparison: Django vs. Pyramid](https://www.codementor.io/python/tutorial/django-vs-pyramid-python-framework-comparison)

  - [How to Set up NumPy on a 64 bit Windows OS](https://www.codementor.io/numpy/tutorial/installing-numpy-64-bit-windows)

  - [Python Q&A with #1 Stack Overflow Python Expert](https://www.codementor.io/python/tutorial/stack-overflow-python-expert-answers-questions)

  - [Stack Overflow Legend Martijn Pieters: Python Optimization and How it Can Affect Your Code](https://www.codementor.io/python/tutorial/stack-overflow-martijn-pieters-python-optimization)

  - [6 Useful Python Libraries Recommended by #1 Stack Overflow Answerer](https://www.codementor.io/python/tutorial/6-useful-python-libraries)

  - [Martijn Pieters on the Future of Django](https://www.codementor.io/python/tutorial/martijn-pieters-future-django)

  - [Python Internals: Codementor Office Hours with Martijn Pieters](https://www.codementor.io/python/tutorial/python-internals-codementor-office-hours-martijn-pieters)

  - [Building a Simple Snake Game with Python](https://www.codementor.io/python/tutorial/build-snake-game-using-curses)



## Data Science with Python

  - [Data Frames with Python & R](https://www.codementor.io/python/tutorial/python-vs-r-for-data-science-data-frames-i), [Part 2](https://www.codementor.io/python/tutorial/python-vs-r-data-science-data-frames-ii)

  - [Exploratory Data Analysis](https://www.codementor.io/python/tutorial/data-science-python-r-exploratory-data-analysis-visualization)

  - [Dimension Reduction & Clustering](https://www.codementor.io/python/tutorial/data-science-python-pandas-r-dimensionality-reduction)

  - [Sentiment Classification Using Linear Methods](https://www.codementor.io/python/tutorial/data-science-python-r-sentiment-classification-machine-learning)

  - [Building a Wine Review & Recommendation Site with Django](https://www.codementor.io/python/tutorial/get-started-with-django-building-recommendation-review-app), [Part 2](https://www.codementor.io/python/tutorial/build-data-product-django-user-management), [Part 3](https://www.codementor.io/python/tutorial/build-data-products-django-machine-learning-clustering-user-preferences)



## Python & Apache Spark

  - [Getting Data into the basic Spark data structure: Resilient Distributed Datasets](https://www.codementor.io/spark/tutorial/spark-python-rdd-basics), [Part 2](https://www.codementor.io/spark/tutorial/spark-python-data-aggregations)

  - [Machine Learning Library (MLlib) Basic Statistics & Exploratory Data Analysis](https://www.codementor.io/spark/tutorial/mllib-basic-statistics-exploratory-data-analysis)

  - [MLlib Logistic Regression](https://www.codementor.io/spark/tutorial/spark-mllib-logistic-regression)

  - [MLlib Decision Trees](https://www.codementor.io/spark/tutorial/spark-python-mllib-decision-trees)

  - [SQL & DataFrames](https://www.codementor.io/spark/tutorial/python-spark-sql-dataframes)

  - [Building a Movie Recommendation Service with Apache Spark & Flask](https://www.codementor.io/spark/tutorial/building-a-recommender-with-apache-spark-python-example-app-part1), [Part 2](https://www.codementor.io/spark/tutorial/building-a-web-service-with-apache-spark-flask-example-app-part2)



## Tips

  - [Creating An Asset Pipeline in Python](https://www.codementor.io/python/tutorial/creating-an-asset-pipeline-in-python-with-paver)

  - [Caching Angular Partials with Python](https://www.codementor.io/python/tutorial/html-optimization-caching-angularjs-partials-templates)

  - [How do I remove the first and last rows and columns from a 2D numpy array?](https://www.codementor.io/tips/2843378231/how-do-i-remove-the-first-and-last-rows-and-columns-from-a-2d-numpy-array)

  - [How to check keys in two levels loop? ](https://www.codementor.io/tips/6813274333/how-to-check-keys-in-two-levels-loop)

  - [Python array unpacking error: need more than 3 values ](https://www.codementor.io/tips/3317328246/python-array-unpacking-error-need-more-than-3-values)

  - [scheduling events with a while loop and time.sleep](https://www.codementor.io/tips/1344523786/scheduling-events-with-a-while-loop-and-time-sleep)

  - [Fetching an RSS feed and converting it into a json response](https://www.codementor.io/tips/3493772831/fetching-an-rss-feed-and-converting-it-into-a-json-response)

  - [Opencv: display contours](https://www.codementor.io/tips/4930721378/opencv-display-contours)

  - [Django form choices loaded from database are not updatedCan't figure out what's wrong with my method](https://www.codementor.io/tips/4933721348/can-t-figure-out-what-s-wrong-with-my-method)

  - [Different initial values in a Django formset](https://www.codementor.io/tips/0731824832/different-initial-values-in-a-django-formset)

  - [Why does python's struct think little-endian and big-endian imply different lengths?](https://www.codementor.io/tips/0818274433/why-does-python-s-struct-think-little-endian-and-big-endian-imply-different-lengths)

  - [Comparing two class types in python](https://www.codementor.io/tips/6130438872/comparing-two-class-types-in-python)

  - [How can I get Travis-CI to recognize and open external files during testing](https://www.codementor.io/tips/8102473038/how-can-i-get-travis-ci-to-recognize-and-open-external-files-during-testing)



## Videos

  - [Carte-Blanche, a Django Permission Framework for Rapid Prototyping, with its creator, Eric Neuman ](https://www.codementor.io/officehours/6962831504/carte-blanche-a-django-permission-framework-for-rapid-prototyping-with-its-creator-eric-neuman)

  - [Introduction to Machine Learning & NLP: Building a Spam Classifier](https://www.codementor.io/officehours/1385095426/building-a-spam-classifier)

  - [Stack Overflow Legend Martijn Pieters: Python Optimization and How it Can Affect Your Code](https://www.codementor.io/officehours/9015644327/stack-overflow-legend-martijn-pieters-python-optimization-and-how-it-can-affect-your-code)



## Documentations

  - [Python Documentations](https://www.python.org/doc/)



## Courses

  - [Live Python Class](https://www.codementor.io/classes/learn-python-live)

  - [MIT Introduction to Computer Science and Programming](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/)

  - [Programming for Everybody (Python)](https://www.coursera.org/course/pythonlearn)

  - [Google's Python Class](https://developers.google.com/edu/python/?hl=de-DE&csw=1)

  - [Lynda.com](http://www.lynda.com/Python-training-tutorials/415-0.html)

  - [Intro to Computer Science](https://www.udacity.com/course/ud036)

  - [Code School's Try Python](https://www.codeschool.com/courses/try-python)



## Developer Tools

  - [PythonAnywhere](https://www.pythonanywhere.com/)

  - [PyDev](http://pydev.org/)

  - [PyCharm](http://www.jetbrains.com/pycharm/)

  - [Flake8Lint](https://github.com/dreadatour/Flake8Lint)

  - [WingWare Python IDE](https://wingware.com/)

  - [Pytest](http://pytest.org/latest/)

  - [Mock](http://www.voidspace.org.uk/python/mock/)

  - [PyLint](http://www.pylint.org/)

  - [Scrapy](http://scrapy.org/)

  - [Robobrowser](http://robobrowser.readthedocs.org/en/latest/)

  - [PyGame](http://pygame.org/news.html)