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@coryhouse
coryhouse / package.json
Last active April 15, 2023 15:08
package.json for Building a JS Development Environment on Pluralsight
{
"name": "javascript-development-environment",
"version": "1.0.0",
"description": "JavaScript development environment Pluralsight course by Cory House",
"scripts": {
},
"author": "Cory House",
"license": "MIT",
"dependencies": {
"whatwg-fetch": "1.0.0"
@vasanthk
vasanthk / System Design.md
Last active November 25, 2025 15:26
System Design Cheatsheet

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

  1. Clarify and agree on the scope of the system
  • User cases (description of sequences of events that, taken together, lead to a system doing something useful)
    • Who is going to use it?
    • How are they going to use it?
# Hello, and welcome to makefile basics.
#
# You will learn why `make` is so great, and why, despite its "weird" syntax,
# it is actually a highly expressive, efficient, and powerful way to build
# programs.
#
# Once you're done here, go to
# http://www.gnu.org/software/make/manual/make.html
# to learn SOOOO much more.
@cmdelatorre
cmdelatorre / id3.py
Last active February 22, 2018 16:03
Desicion tree classifier (ID3) algortihm
"""
http://en.wikipedia.org/wiki/ID3_algorithm
http://www.cise.ufl.edu/~ddd/cap6635/Fall-97/Short-papers/2.htm
"""
from collections import namedtuple, Counter, defaultdict
from math import log2
@entaroadun
entaroadun / gist:1653794
Created January 21, 2012 20:10
Recommendation and Ratings Public Data Sets For Machine Learning

Movies Recommendation:

Music Recommendation: