Skip to content

Latest commit

 

History

History
129 lines (88 loc) · 4.7 KB

FAQs-data-science.md

File metadata and controls

129 lines (88 loc) · 4.7 KB

Software Carpentry Unix Shell: http://swcarpentry.github.io/shell-novice/

Unix Shell Documentation Manual: http://man.he.net/

Software Carpentry Version Control: http://swcarpentry.github.io/git-novice/

Git First Time Set-up Configuration: https://git-scm.com/book/en/v2/Getting-Started-First-Time-Git-Setup

Jupyter Installation without Anaconda: https://jupyter.org/install

Python Formating Techniques: https://realpython.com/python-f-strings/ https://pyformat.info/

Character Encoding: https://en.wikipedia.org/wiki/Character_encoding

Regular Expressions: https://docs.python.org/3/library/re.html#module-re

GCD Example: https://gist.github.com/davidyakobovitch/de6fabe5cf401f1490023be4f4334e30

Jupyter Notebook Shortcuts: https://towardsdatascience.com/jypyter-notebook-shortcuts-bf0101a98330

Windows LF error: https://stackoverflow.com/questions/1967370/git-replacing-lf-with-crlf

What is a Hash Table? https://en.wikipedia.org/wiki/Hash_table

Why Python is Slower than C++? https://jakevdp.github.io/blog/2014/05/09/why-python-is-slow/

What is Big O Notation? https://en.wikipedia.org/wiki/Big_O_notation

Python Base Functions: https://docs.python.org/3/library/functions.html

List Comprehensions in Python: https://hackernoon.com/list-comprehension-in-python-8895a785550b

Merge Lists into a Tuple: https://stackoverflow.com/questions/2407398/how-to-merge-lists-into-a-list-of-tuples

While Input Example: http://introtopython.org/while_input.html https://stackoverflow.com/questions/43831493/how-to-append-multiple-input-in-list-with-input-function-in-python

Remove Multiple Items - List Comprehension: https://stackoverflow.com/questions/36268749/remove-multiple-items-from-a-python-list-in-just-one-statement

How can I run more effective queries than masks in Python? https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.query.html

How can evaluate new columns in one line of code in Python? https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.eval.html

How can I display multiple descriptors in Python? https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.agg.html

How can I rename a column in Pandas? https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.rename.html

How do I resolve Jupyter issues with Server and Kernels? jupyter/notebook#2844

What is a handler? https://stackoverflow.com/questions/12312926/why-use-handler https://docs.python.org/3/library/logging.handlers.html

How can I view Markdown locally on my machine in the browser? https://github.com/joeyespo/grip

How do path files get executed in UNIX if a duplicate exists? https://unix.stackexchange.com/questions/335723/if-2-commands-with-same-filename-exists-in-path-variable-which-will-get-execute

Where is Jupyter Servers/Kernels stored in case I need to clear for Jupyter memory constraints? ~/Library/Jupyter/runtime

What is the difference between Docker and Virtual Machines? https://stackoverflow.com/questions/16047306/how-is-docker-different-from-a-virtual-machine

How do I change Python Environmental Variables on Mac? https://stackoverflow.com/questions/18425379/how-to-set-pythons-default-version-to-3-x-on-os-x

What are common licensing for software? https://en.wikipedia.org/wiki/MIT_License

https://en.wikipedia.org/wiki/Creative_Commons_license

https://en.wikipedia.org/wiki/BSD_licenses

https://en.wikipedia.org/wiki/GNU_General_Public_License

What are Python Error Types? https://www.tutorialsteacher.com/python/error-types-in-python

What are some customizations for Jupyter? https://nbviewer.jupyter.org/github/fperez/nb-slideshow-template/blob/master/install-support.ipynb https://forums.fast.ai/t/jupyter-notebook-enhancements-tips-and-tricks/17064/27

Where is Python installed on Windows and how to set up with Git Bash? https://projects.raspberrypi.org/en/projects/using-pip-on-windows/5 https://stackoverflow.com/questions/32597209/python-not-working-in-the-command-line-of-git-bash/39778745 https://stackoverflow.com/questions/22869192/git-bash-wont-run-my-python-files

How do I adjust my toggling in terminal editor? https://stackoverflow.com/questions/81272/is-there-any-way-in-the-os-x-terminal-to-move-the-cursor-word-by-word

What are Modern Fonts for my presentations? Lato, Palanquin, Open Sans, Poppins, or Merriweather

How do you change a font on a Windows machine? https://support.microsoft.com/en-us/help/314960/how-to-install-or-remove-a-font-in-windows

How to disable Docker on Windows start-up? 1 - Open Regedit 2 - Check “HKCU\Software\Microsoft\Windows\CurrentVersion\Run” and “HKLM\Software\Microsoft\Windows\CurrentVersion\Run” (mine was under HKCU). 3 - Remove the entry with “Docker for Windows”. 4 - Restart the computer.