aaraza

import json
import os

FOLLOWING_FILE_PATH = f"/Users/{os.getlogin()}/Downloads/connections/followers_and_following/following.json"
FOLLOWER_FILE_PATH = f"/Users/{os.getlogin()}/Downloads/connections/followers_and_following/followers_1.json"

following = []
for i in json.load(open(FOLLOWING_FILE_PATH))["relationships_following"]:
    following.append(i["string_list_data"][0]['value'])

aaraza

" Author: Ali Raza
" GitHub: aaraza

" Basic Setting
set enc=utf-8
set fenc=utf-8
set termencoding=utf-8
set mouse=a
set textwidth=500
set lbr

aaraza

Week 1

• Hypothesis Function: model. Function that predicts desired value based on provided parameters. h(x) = y
• Cost Function: Determines how effective a model is by analyzing how acurately it predicts an already labeled set
• Gradient Descent: Minimizes the cost function by finidng the best value for parameters

On gradient descent intuition

aaraza

aaraza

• Precision: What proportion of positive identifications were correct
• Recall: What proportion of actual positives were identified correctly

Source: https://developers.google.com/machine-learning/crash-course/classification/precision-and-recall

• Regression: Statistical technique that attempts to predict the value of something when the value is a continious unit (i.e. Stock price, tempreture)

Source: https://www.quora.com/What-is-regression-in-machine-learning

• Supervised Learning: Given a trained data set (one where both the depenedent and independent variables are labeled), supervised learning builds models that will predict the dependent variable off a function of the independent variables for new input

aaraza

• https://www.toptal.com/android/developing-mobile-web-apps-when-why-and-how

aaraza

sudo installer -pkg /Library/Developer/CommandLineTools/Packages/macOS_SDK_headers_for_macOS_10.14.pkg -target /

aaraza

• Install Mojave on VirtualBox
• Flask Blog

aaraza

<link href="https://fonts.googleapis.com/css?family=Lobster" rel="stylesheet" type="text/css">

aaraza

git diff-tree --no-commit-id --name-only -r 124c96b1e8d9c4335ef92e514a7a4d36b770977d > mine
git diff-tree --no-commit-id --name-only -r 20dd1d55359c3a7f5ecfd48dc6b59405d54776a9 > blr