Python

Certificates

• [ ]

Official

https://docs.python.org/3/tutorial/

https://wiki.python.org/moin/BeginnersGuide

https://www.python.org/about/gettingstarted/

https://www.python.org/

https://www.python.org/downloads/

https://www.python.org/doc/

Notes

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`

Ebooks

• https://subscription.packtpub.com/book/web-development/9781788831345/1/ch01lvl1sec13/what-is-a-pattern

https://www.syncfusion.com/ebooks/python

Clean Code in Python

Paths

https://www.codecademy.com/paths/visualize-data-with-python/tracks/introduction-to-python-dvp/modules/introduction-to-data-visualization/lessons/why-data-visualization/exercises/process-visualizing

https://www.codecademy.com/paths/finance-python/tracks/introduction-to-python-for-finance/modules/why-python-finance/lessons/why-python-finance/exercises/python-calculating-npv

Courses

• https://www.codecademy.com/learn/learn-python-3

https://www.codecademy.com/learn/learn-python

https://www.codecademy.com/paths/analyze-data-with-python/tracks/ida-1-introduction-to-data-analysis/modules/ida-1-1-why-data-analysis/lessons/day-in-the-life-data-analyst/exercises/explore-sql

https://app.pluralsight.com/library/courses/core-python-classes-object-orientation/table-of-contents

https://learn.datacamp.com/career-tracks/data-scientist-with-python

https://www.udacity.com/course/ai-programming-python-nanodegree--nd089

https://www.udacity.com/course/programming-for-data-science-nanodegree--nd104

Introduction to Python Programming 5weeks

https://www.codecademy.com/catalog/language/python

https://www.datacamp.com/tracks/career?embedded=true#section-python

https://www.datacamp.com/courses/intro-to-python-for-data-science

https://www.pluralsight.com/search?q=python

Paths

https://app.pluralsight.com/search/?q=python&type=path

https://app.pluralsight.com/paths/skill/python

https://app.pluralsight.com/paths/skill/interpreting-data-with-python

https://app.pluralsight.com/paths/skill/python-for-data-analysts

Skill Assessment

https://assessment.datacamp.com/python-programming

https://app.pluralsight.com/score/skill-assessment/python/intro?context=search

PEPs

PEP8

PEP257

Tools

choco install pycharm

pip install pylint

pylint codepath

pylint --generrte-rcfile > pylintrc

pip install pycodestyle

pycodestyle codepath

pip install black

black codepath

Documentation: pip install sphinx

sphinx-quickstart

make html

sphinx-apidoc -o docspath codepath

modify conf.py

make clean html

sphinx-apidoc --full -o docspath codepath

pip install mypy

mypy codepath

pip install virtualenv

pip install virtualenvwrapper

pipenv

poetry

anaconda

Desktop, GUI: Tkinter, Kivy

Desktop, Packaging: pyz, py2app/py2exe, pyInstaller

Web Application: Flask, Django

Unit Testing: unittest, pytest

Behavior Testing: behave

Documentation: Sphinx, pydoc

Cookiecutter

Assessments

https://learn.datacamp.com/assessments

https://app.pluralsight.com/score/skill-assessment/python/intro?context=search

https://www.testdome.com/tests/python-online-test/45

https://www.tutorialspoint.com/python/python_online_test.htm

https://www.hackerearth.com/challenges/competitive/mock-online-coding-assessments-easy-python/

https://realpython.com/quizzes/

https://skillvalue.com/companies/en/python-developers-assessment/

https://tests4geeks.com/python-online-test

https://www.interviewmocha.com/pre-employment-testing/python

https://www.codeassess.com/python.aspx

https://www.techbeamers.com/best-python-programming-online-test/

https://github.com/python

Tutorials

• https://www.codecademy.com/learn/learn-python-3

• Python Tutorial https://www.w3schools.com/python/

• https://www.coursera.org/specializations/python

https://www.learnpython.org/

https://developers.google.com/edu/python

Readings

https://en.wikipedia.org/wiki/Python_(programming_language)

https://www.codecademy.com/learn/learn-python-3/modules/learn-python3-syntax/cheatsheet

https://www.codecademy.com/learn/learn-web-scraping

https://www.codecademy.com/learn/learn-circuitpython

https://www.codecademy.com/learn/learn-statistics-with-python

https://www.codecademy.com/learn/practical-data-cleaning

https://www.codecademy.com/learn/data-processing-pandas

https://www.codecademy.com/learn/intro-statistics-numpy

https://www.codecademy.com/learn/data-visualization-python

https://www.codecademy.com/learn/linear-data-structures

https://www.codecademy.com/learn/learn-recursion-python

https://www.codecademy.com/learn/technical-interview-practice-python

https://www.codecademy.com/learn/complex-data-structures

https://www.codecademy.com/learn/sorting-algorithms

https://www.codecademy.com/learn/search-algorithms

https://introcs.cs.princeton.edu/python/home/

Introduction to Programming in Python using Media Computation

UCSD CSE 11

Learn Python: Syntax

Python 3 Tutorial @Sololearn

Python 3 Tutorial

Python 3 Tutorial @programiz

Introduction to Python 3 (basics) - Learning to Program with Python 3

Introduction to Python Programming

Python Homepage

Learn Python 2

Google's Python Class

Python Succinctly

Cheat Sheets

https://github-production-release-asset-2e65be.s3.amazonaws.com/29447438/1da4d7ca-6837-11e6-8ab3-ae7821a7032a?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20200409%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20200409T103235Z&X-Amz-Expires=300&X-Amz-Signature=157e9a13ac4907cc3ef19a66ca39d9bdb6b6da0e5ceeab774e59bdfa29352414&X-Amz-SignedHeaders=host&actor_id=919300&repo_id=29447438&response-content-disposition=attachment%3B%20filename%3Dbeginners_python_cheat_sheet_pcc_all.pdf&response-content-type=application%2Foctet-stream

https://perso.limsi.fr/pointal/_media/python:cours:mementopython3-english.pdf

https://www.pythoncheatsheet.org/

https://ehmatthes.github.io/pcc/cheatsheets/README.html

https://sinxloud.com/python-cheat-sheet-beginner-advanced/

https://www.datacamp.com/community/data-science-cheatsheets

https://www.pythonsheets.com/

https://www.pythonforbeginners.com/cheatsheet/

https://programmingwithmosh.com/wp-content/uploads/2019/02/Python-Cheat-Sheet.pdf

Best Practices

https://data-flair.training/blogs/python-best-practices/

https://towardsdatascience.com/30-python-best-practices-tips-and-tricks-caefb9f8c5f5

https://realpython.com/tutorials/best-practices/

https://gist.github.com/sloria/7001839

https://airbrake.io/blog/python/python-best-practices

https://docs.python-guide.org/

https://docs.python-guide.org/writing/style/

https://www.toptal.com/python/tips-and-practices

https://www.python.org/dev/peps/pep-0008/

https://jaxenter.com/python-tutorial-best-practices-145959.html

Next

Data Analyst

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