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@bsletten
bsletten / ml-recs.md
Last active January 24, 2024 19:28
Machine Learning Path Recommendations

This is an incomplete, ever-changing curated list of content to assist people into the worlds of Data Science and Machine Learning. If you have a recommendation for something to add, please let me know. If something isn't here, it doesn't mean I don't recommend it, I just may not have had a chance to review it yet or not.

I will generally list things in order of easier to more formal/challenging content.

It may feel like there is an overwhelming amount of stuff for you to learn (because there is). But, there is a guided path that will get you there in time. You need to focus on Linear Algebra, Calculus, Statistics and probably Python (or R). Your best bet is to get a Safari Books Online account (https://www.safaribooksonline.com) which you may already have access to through school or work. If not, it is a reasonable way to get access to a tremendous number of books and videos.

I'm not saying you will get what you need out of everything here, but I have read/watched at least some of all of the following an

@dufferzafar
dufferzafar / GATE Related Stuff.txt
Last active January 11, 2024 10:38
GATE Stuff: Textbooks and Notes I've collected from various places on the internet.
@fomightez
fomightez / remove blank lines regex.md
Last active June 5, 2024 01:40
remove all blank lines using regular expressions
@tsiege
tsiege / The Technical Interview Cheat Sheet.md
Last active June 12, 2024 03:08
This is my technical interview cheat sheet. Feel free to fork it or do whatever you want with it. PLEASE let me know if there are any errors or if anything crucial is missing. I will add more links soon.

ANNOUNCEMENT

I have moved this over to the Tech Interview Cheat Sheet Repo and has been expanded and even has code challenges you can run and practice against!






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@Atem18
Atem18 / gist:4696071
Last active April 19, 2024 11:18 — forked from evildmp/gist:3094281
Tutorial to seting up a django website in production.

Set up Django, Nginx and Gunicorn in a Virtualenv controled by Supervisor

Steps with explanations to set up a server using:

  • Virtualenv
  • Virtualenvwrapper
  • Django
  • Gunicorn