bsletten

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

.
├── [8.0K]  Algorithms & Data Structures
│   ├── [4.0K]  Karumanchi - Data Structures
│   │   ├── [1.7M]  0  - Intro & Analysis.pdf
│   │   ├── [1.2M]  10 - Sorting.pdf
│   │   ├── [2.9M]  1 - Introduction.pdf
│   │   ├── [4.0M]  3 - Linked-list.pdf
│   │   ├── [2.7M]  4 - Stacks.pdf
│   │   ├── [1.1M]  5 - Queues.pdf
│   │   ├── [7.7M]  6 - Trees.pdf

fomightez

REGEX remove blank lines:

FROM: http://www.ultraedit.com/support/tutorials_power_tips/ultraedit/remove_blank_lines.html

---

FIND:

^(?:[\t ]*(?:\r?\n|\r))+

tsiege

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

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