byelipk

Exercises

1) How would you define Machine Learning?

Machine learning is a way for computer programs to improve their performance on a task over time given more data.

2) Can you name 4 types of problems where it shines?

Machine learning algorithms have had good results on problems such has spam detection in email, cancer diagnosis, fraudulent credit card transactions, and automatically driving vehicles.

3) What is a labeled training set?

A labeled training set is a collection of data where one of the features of the data indicates the class the training example belongs to. A labeled training set is used in supervised learning algorithms.

byelipk

cd ~

sudo apt-get update
sudo apt-get upgrade

sudo apt-get install build-essential cmake pkg-config git unzip libcurl3-dev

# Set up GPU support 
# 1. Install CUDA: This is a set of drivers for your GPU that allows it to run a low-level programming language for parallel computing.
# 2. Install CuDNN: This is a library of highly optimized primitives for deep learning.

byelipk

" Leader
let mapleader = " "

set backspace=2   " Backspace deletes like most programs in insert mode
set nobackup
set nowritebackup
set noswapfile    "http://robots.thoughtbot.com/post/18739402579/global-gitignore#comment-458413287
set history=50
set ruler         " show the cursor position all the time
set showcmd       " display incomplete commands

byelipk

var page   = require('webpage').create();
var system = require('system');

if (system.args.length === 1) {
  console.log('Usage: path/to/get-color-name.js "#FA13CC"');
  phantom.exit();
}

// NOTE
// Hex code must be 6 chars long with an optional

byelipk

import Ember from 'ember';

// register custom helper
Ember.Test.registerAsyncHelper('autocompleteSearch', function(app, username) {

  // In order for this to work we need to mimic typing
  // a username into the input field.

  // 1. Let the initial keydown event activate Select2
  triggerEvent('input.select2-input', 'keydown');

byelipk

import Ember from 'ember';
import startApp from '../helpers/start-app';
import '../helpers/complete-group-form-part-two';

var App;

module('Acceptance: AddingAutocompleteToken', {
  setup: function() {
    App = startApp();
  },

byelipk

App.ApplicationRoute = Ember.Route.extend({
  actions: {
    /*
      modalName : The name of a template to render, e.g. 'foo.signinForm'
      model     : A string or object with the value of a model that will be used to create a new record from the store
    */
    openModal: function(modalName, model) {

      var model       = this.store.createRecord(model),
          controller  = this.controllerFor(modalName);