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Nam Vu 8 years ago committed by GitHub
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<!DOCTYPE html>
<html>
<head>
<meta charset='utf-8'>
<meta http-equiv="X-UA-Compatible" content="chrome=1">
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1">
<link href='https://fonts.googleapis.com/css?family=Architects+Daughter' rel='stylesheet' type='text/css'>
<link rel="stylesheet" type="text/css" href="stylesheets/stylesheet.css" media="screen">
<link rel="stylesheet" type="text/css" href="stylesheets/github-light.css" media="screen">
<link rel="stylesheet" type="text/css" href="stylesheets/print.css" media="print">
<!--[if lt IE 9]>
<script src="//html5shiv.googlecode.com/svn/trunk/html5.js"></script>
<![endif]-->
<title>Machine learning for software engineers by ZuzooVn</title>
</head>
<body>
<header>
<div class="inner">
<h1>Machine learning for software engineers</h1>
<h2>A complete daily plan for studying to become a machine learning engineer.</h2>
<a href="https://github.com/ZuzooVn/machine-learning-for-software-engineers" class="button"><small>View project on</small> GitHub</a>
</div>
</header>
<div id="content-wrapper">
<div class="inner clearfix">
<section id="main-content">
<h1>
<a id="top-down-learning-path-machine-learning-for-software-engineers" class="anchor" href="#top-down-learning-path-machine-learning-for-software-engineers" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Top-down learning path: machine learning for software engineers</h1>
<p>Inspired by <a href="https://github.com/jwasham/google-interview-university">Google Interview University</a>.</p>
<p><em>If you like this project, please give me a star.</em></p>
<h2>
<a id="what-is-it" class="anchor" href="#what-is-it" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>What is it?</h2>
<p>This is my multi-month study plan for going from mobile developer (self-taught, no CS degree) to machine learning engineer.</p>
<p>My main goal was to find an approach to studying Machine Learning that is mainly hands-on and abstracts most of the math for the beginner.
This approach is unconventional because its the top-down and results-first approach designed for software engineers.</p>
<p>Please, feel free to make any contributions you feel will make it better.</p>
<h2>
<a id="start-learning" class="anchor" href="#start-learning" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a><a href="https://github.com/ZuzooVn/machine-learning-for-software-engineers">Start Learning</a>
</h2>
<hr>
<h2>
<a id="why-use-it" class="anchor" href="#why-use-it" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Why use it?</h2>
<p>I'm following this plan to prepare for my near future job: Machine learning engineer. I've been building the native mobile application (Android/iOS/Blackberry) since 2011. I have a Software Engineering degree, not a Computer Science degree. I have itty bitty of basic knowledge about: Calculus, Linear Algebra, Discrete Mathematics, Probability &amp; Statistics at university.
Think about my interest in machine learning:</p>
<ul>
<li>
<a href="https://www.quora.com/Can-I-learn-and-get-a-job-in-Machine-Learning-without-studying-CS-Master-and-PhD">Can I learn and get a job in Machine Learning without studying CS Master and PhD?</a>
<ul>
<li>You can, but it is far more difficult than when I got into the field.</li>
</ul>
</li>
<li>
<a href="https://www.quora.com/How-do-I-get-a-job-in-Machine-Learning-as-a-software-programmer-who-self-studies-Machine-Learning-but-never-has-a-chance-to-use-it-at-work">How do I get a job in Machine Learning as a software programmer who self-studies Machine Learning, but never has a chance to use it at work?</a>
<ul>
<li>I'm hiring machine learning experts for my team and your MOOC will not get you the job (there is better news below). In fact, many people with a master's in machine learning will not get the job because they (and most who have taken MOOCs) do not have a deep understanding that will help me solve my problems</li>
</ul>
</li>
<li>
<a href="http://programmers.stackexchange.com/questions/79476/what-skills-are-needed-for-machine-learning-jobs">What skills are needed for machine learning jobs?</a>
<ul>
<li>First, you need to have a decent CS/Math background. ML is an advanced topic so most textbooks assume that you have that background. Second, machine learning is a very general topic with many sub specialties requiring unique skills. You may want to browse the curriculum of an MS program in Machine Learning to see the course, curriculum and textbook.</li>
<li>Statistics, Probability, distributed computing, and Statistics.</li>
</ul>
</li>
</ul>
<p>I find myself in times of trouble.</p>
<p>AFAIK, <a href="http://machinelearningmastery.com/programmers-can-get-into-machine-learning/">There are two sides to machine learning</a>:</p>
<ul>
<li>Practical Machine Learning: This is about queries databases, cleaning data, writing scripts to transform data and gluing algorithm and libraries together and writing custom code to squeeze reliable answers from data to satisfy difficult and ill defined questions. Its the mess of reality.</li>
<li>Theoretical Machine Learning: This is about math and abstraction and idealized scenarios and limits and beauty and informing what is possible. It is a whole lot neater and cleaner and removed from the mess of reality.</li>
</ul>
<p>I think the best way for practice-focused methodology is something like <a href="http://machinelearningmastery.com/machine-learning-for-programmers/#comment-358985">'practice — learning — practice'</a>, that means where students first come with some existing projects with problems and solutions (practice) to get familiar with traditional methods in the area and perhaps also with their methodology. After practicing with some elementary experiences, they can go into the books and study the underlying theory, which serves to guide their future advanced practice and will enhance their toolbox of solving practical problems. Studying theory also further improves their understanding on the elementary experiences, and will help them acquire advanced experiences more quickly.</p>
<p>It's a long plan. It's going to take me years. If you are familiar with a lot of this already it will take you a lot less time.</p>
<h2>
<a id="how-to-use-it" class="anchor" href="#how-to-use-it" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>How to use it</h2>
<p>Everything below is an outline, and you should tackle the items in order from top to bottom.</p>
<p>I'm using Github's special markdown flavor, including tasks lists to check my progress.</p>
<p>I check each task box at the beginning of a line when I'm done with it. When all sub-items in a block are done,
I put [x] at the top level, meaning the entire block is done. Sorry you have to remove all my [x] markings
to use this the same way. If you search/replace, just replace [x] with [ ].
Sometimes I just put a [x] at top level if I know I've done all the subtasks, to cut down on clutter.</p>
<p>More about Github flavored markdown: <a href="https://guides.github.com/features/mastering-markdown/#GitHub-flavored-markdown">https://guides.github.com/features/mastering-markdown/#GitHub-flavored-markdown</a></p>
<h2>
<a id="follow-me" class="anchor" href="#follow-me" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Follow me</h2>
<p>I'm a Vietnamese Software Engineer who are really passionate and want to work in the USA.</p>
<p>How much did I work during this plan? Roughly 4 hours/night after a long, hard day at work.</p>
<p>I'm on the journey. </p>
<p><img src="http://sv1.upsieutoc.com/2016/10/08/331f241c8da44d0c43e9324d55440db6.md.jpg" alt="Nam Vu - Top-down learning path: machine learning for software engineers"></p>
<h2>
<a id="start-learning-1" class="anchor" href="#start-learning-1" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a><a href="https://github.com/ZuzooVn/machine-learning-for-software-engineers">Start Learning</a>
</h2>
</section>
<aside id="sidebar">
<a href="https://github.com/ZuzooVn/machine-learning-for-software-engineers/zipball/master" class="button">
<small>Download</small>
.zip file
</a>
<a href="https://github.com/ZuzooVn/machine-learning-for-software-engineers/tarball/master" class="button">
<small>Download</small>
.tar.gz file
</a>
<p class="repo-owner"><a href="https://github.com/ZuzooVn/machine-learning-for-software-engineers"></a> is maintained by <a href="https://github.com/ZuzooVn">ZuzooVn</a>.</p>
<p>This page was generated by <a href="https://pages.github.com">GitHub Pages</a> using the Architect theme by <a href="https://twitter.com/jasonlong">Jason Long</a>.</p>
</aside>
</div>
</div>
</body>
</html>

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/*
The MIT License (MIT)
Copyright (c) 2016 GitHub, Inc.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
*/
.pl-c /* comment */ {
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.pl-s /* string */,
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.pl-sr .pl-cce /* string.regexp constant.character.escape */ {
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html, body, div, span, applet, object, iframe,
h1, h2, h3, h4, h5, h6, p, blockquote, pre,
a, abbr, acronym, address, big, cite, code,
del, dfn, em, img, ins, kbd, q, s, samp,
small, strike, strong, sub, sup, tt, var,
b, u, i, center,
dl, dt, dd, ol, ul, li,
fieldset, form, label, legend,
table, caption, tbody, tfoot, thead, tr, th, td,
article, aside, canvas, details, embed,
figure, figcaption, footer, header, hgroup,
menu, nav, output, ruby, section, summary,
time, mark, audio, video {
padding: 0;
margin: 0;
font: inherit;
font-size: 100%;
vertical-align: baseline;
border: 0;
}
/* HTML5 display-role reset for older browsers */
article, aside, details, figcaption, figure,
footer, header, hgroup, menu, nav, section {
display: block;
}
body {
line-height: 1;
}
ol, ul {
list-style: none;
}
blockquote, q {
quotes: none;
}
blockquote:before, blockquote:after,
q:before, q:after {
content: '';
content: none;
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table {
border-spacing: 0;
border-collapse: collapse;
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body {
font-family: 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 13px;
line-height: 1.5;
color: #000;
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a {
font-weight: bold;
color: #d5000d;
}
header {
padding-top: 35px;
padding-bottom: 10px;
}
header h1 {
font-size: 48px;
font-weight: bold;
line-height: 1.2;
color: #303030;
letter-spacing: -1px;
}
header h2 {
font-size: 24px;
font-weight: normal;
line-height: 1.3;
color: #aaa;
letter-spacing: -1px;
}
#downloads {
display: none;
}
#main_content {
padding-top: 20px;
}
code, pre {
margin-bottom: 30px;
font-family: Monaco, "Bitstream Vera Sans Mono", "Lucida Console", Terminal;
font-size: 12px;
color: #222;
}
code {
padding: 0 3px;
}
pre {
padding: 20px;
overflow: auto;
border: solid 1px #ddd;
}
pre code {
padding: 0;
}
ul, ol, dl {
margin-bottom: 20px;
}
/* COMMON STYLES */
table {
width: 100%;
border: 1px solid #ebebeb;
}
th {
font-weight: 500;
}
td {
font-weight: 300;
text-align: center;
border: 1px solid #ebebeb;
}
form {
padding: 20px;
background: #f2f2f2;
}
/* GENERAL ELEMENT TYPE STYLES */
h1 {
font-size: 2.8em;
}
h2 {
margin-bottom: 8px;
font-size: 22px;
font-weight: bold;
color: #303030;
}
h3 {
margin-bottom: 8px;
font-size: 18px;
font-weight: bold;
color: #d5000d;
}
h4 {
font-size: 16px;
font-weight: bold;
color: #303030;
}
h5 {
font-size: 1em;
color: #303030;
}
h6 {
font-size: .8em;
color: #303030;
}
p {
margin-bottom: 20px;
font-weight: 300;
}
a {
text-decoration: none;
}
p a {
font-weight: 400;
}
blockquote {
padding: 0 0 0 30px;
margin-bottom: 20px;
font-size: 1.6em;
border-left: 10px solid #e9e9e9;
}
ul li {
padding-left: 20px;
list-style-position: inside;
list-style: disc;
}
ol li {
padding-left: 3px;
list-style-position: inside;
list-style: decimal;
}
dl dd {
font-style: italic;
font-weight: 100;
}
footer {
padding-top: 20px;
padding-bottom: 30px;
margin-top: 40px;
font-size: 13px;
color: #aaa;
}
footer a {
color: #666;
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/* MISC */
.clearfix:after {
display: block;
height: 0;
clear: both;
visibility: hidden;
content: '.';
}
.clearfix {display: inline-block;}
* html .clearfix {height: 1%;}
.clearfix {display: block;}

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/*! normalize.css v3.0.2 | MIT License | git.io/normalize */
/**
* 1. Set default font family to sans-serif.
* 2. Prevent iOS text size adjust after orientation change, without disabling
* user zoom.
*/
html {
font-family: sans-serif; /* 1 */
-webkit-text-size-adjust: 100%; /* 2 */
-ms-text-size-adjust: 100%; /* 2 */
}
/**
* Remove default margin.
*/
body {
margin: 0;
}
/* HTML5 display definitions
========================================================================== */
/**
* Correct `block` display not defined for any HTML5 element in IE 8/9.
* Correct `block` display not defined for `details` or `summary` in IE 10/11
* and Firefox.
* Correct `block` display not defined for `main` in IE 11.
*/
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
display: block;
}
/**
* 1. Correct `inline-block` display not defined in IE 8/9.
* 2. Normalize vertical alignment of `progress` in Chrome, Firefox, and Opera.
*/
audio,
canvas,
progress,
video {
display: inline-block; /* 1 */
vertical-align: baseline; /* 2 */
}
/**
* Prevent modern browsers from displaying `audio` without controls.
* Remove excess height in iOS 5 devices.
*/
audio:not([controls]) {
display: none;
height: 0;
}
/**
* Address `[hidden]` styling not present in IE 8/9/10.
* Hide the `template` element in IE 8/9/11, Safari, and Firefox < 22.
*/
[hidden],
template {
display: none;
}
/* Links
========================================================================== */
/**
* Remove the gray background color from active links in IE 10.
*/
a {
background-color: transparent;
}
/**
* Improve readability when focused and also mouse hovered in all browsers.
*/
a:active,
a:hover {
outline: 0;
}
/* Text-level semantics
========================================================================== */
/**
* Address styling not present in IE 8/9/10/11, Safari, and Chrome.
*/
abbr[title] {
border-bottom: 1px dotted;
}
/**
* Address style set to `bolder` in Firefox 4+, Safari, and Chrome.
*/
b,
strong {
font-weight: bold;
}
/**
* Address styling not present in Safari and Chrome.
*/
dfn {
font-style: italic;
}
/**
* Address variable `h1` font-size and margin within `section` and `article`
* contexts in Firefox 4+, Safari, and Chrome.
*/
h1 {
margin: 0.67em 0;
font-size: 2em;
}
/**
* Address styling not present in IE 8/9.
*/
mark {
color: #000;
background: #ff0;
}
/**
* Address inconsistent and variable font size in all browsers.
*/
small {
font-size: 80%;
}
/**
* Prevent `sub` and `sup` affecting `line-height` in all browsers.
*/
sub,
sup {
position: relative;
font-size: 75%;
line-height: 0;
vertical-align: baseline;
}
sup {
top: -0.5em;
}
sub {
bottom: -0.25em;
}
/* Embedded content
========================================================================== */
/**
* Remove border when inside `a` element in IE 8/9/10.
*/
img {
border: 0;
}
/**
* Correct overflow not hidden in IE 9/10/11.
*/
svg:not(:root) {
overflow: hidden;
}
/* Grouping content
========================================================================== */
/**
* Address margin not present in IE 8/9 and Safari.
*/
figure {
margin: 1em 40px;
}
/**
* Address differences between Firefox and other browsers.
*/
hr {
height: 0;
-moz-box-sizing: content-box;
box-sizing: content-box;
}
/**
* Contain overflow in all browsers.
*/
pre {
overflow: auto;
}
/**
* Address odd `em`-unit font size rendering in all browsers.
*/
code,
kbd,
pre,
samp {
font-family: monospace, monospace;
font-size: 1em;
}
/* Forms
========================================================================== */
/**
* Known limitation: by default, Chrome and Safari on OS X allow very limited
* styling of `select`, unless a `border` property is set.
*/
/**
* 1. Correct color not being inherited.
* Known issue: affects color of disabled elements.
* 2. Correct font properties not being inherited.
* 3. Address margins set differently in Firefox 4+, Safari, and Chrome.
*/
button,
input,
optgroup,
select,
textarea {
margin: 0; /* 3 */
font: inherit; /* 2 */
color: inherit; /* 1 */
}
/**
* Address `overflow` set to `hidden` in IE 8/9/10/11.
*/
button {
overflow: visible;
}
/**
* Address inconsistent `text-transform` inheritance for `button` and `select`.
* All other form control elements do not inherit `text-transform` values.
* Correct `button` style inheritance in Firefox, IE 8/9/10/11, and Opera.
* Correct `select` style inheritance in Firefox.
*/
button,
select {
text-transform: none;
}
/**
* 1. Avoid the WebKit bug in Android 4.0.* where (2) destroys native `audio`
* and `video` controls.
* 2. Correct inability to style clickable `input` types in iOS.
* 3. Improve usability and consistency of cursor style between image-type
* `input` and others.
*/
button,
html input[type="button"], /* 1 */
input[type="reset"],
input[type="submit"] {
-webkit-appearance: button; /* 2 */
cursor: pointer; /* 3 */
}
/**
* Re-set default cursor for disabled elements.
*/
button[disabled],
html input[disabled] {
cursor: default;
}
/**
* Remove inner padding and border in Firefox 4+.
*/
button::-moz-focus-inner,
input::-moz-focus-inner {
padding: 0;
border: 0;
}
/**
* Address Firefox 4+ setting `line-height` on `input` using `!important` in
* the UA stylesheet.
*/
input {
line-height: normal;
}
/**
* It's recommended that you don't attempt to style these elements.
* Firefox's implementation doesn't respect box-sizing, padding, or width.
*
* 1. Address box sizing set to `content-box` in IE 8/9/10.
* 2. Remove excess padding in IE 8/9/10.
*/
input[type="checkbox"],
input[type="radio"] {
box-sizing: border-box; /* 1 */
padding: 0; /* 2 */
}
/**
* Fix the cursor style for Chrome's increment/decrement buttons. For certain
* `font-size` values of the `input`, it causes the cursor style of the
* decrement button to change from `default` to `text`.
*/
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
height: auto;
}
/**
* 1. Address `appearance` set to `searchfield` in Safari and Chrome.
* 2. Address `box-sizing` set to `border-box` in Safari and Chrome
* (include `-moz` to future-proof).
*/
input[type="search"] {
-webkit-box-sizing: content-box; /* 2 */
-moz-box-sizing: content-box;
box-sizing: content-box;
-webkit-appearance: textfield; /* 1 */
}
/**
* Remove inner padding and search cancel button in Safari and Chrome on OS X.
* Safari (but not Chrome) clips the cancel button when the search input has
* padding (and `textfield` appearance).
*/
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
-webkit-appearance: none;
}
/**
* Define consistent border, margin, and padding.
*/
fieldset {
padding: 0.35em 0.625em 0.75em;
margin: 0 2px;
border: 1px solid #c0c0c0;
}
/**
* 1. Correct `color` not being inherited in IE 8/9/10/11.
* 2. Remove padding so people aren't caught out if they zero out fieldsets.
*/
legend {
padding: 0; /* 2 */
border: 0; /* 1 */
}
/**
* Remove default vertical scrollbar in IE 8/9/10/11.
*/
textarea {
overflow: auto;
}
/**
* Don't inherit the `font-weight` (applied by a rule above).
* NOTE: the default cannot safely be changed in Chrome and Safari on OS X.
*/
optgroup {
font-weight: bold;
}
/* Tables
========================================================================== */
/**
* Remove most spacing between table cells.
*/
table {
border-spacing: 0;
border-collapse: collapse;
}
td,
th {
padding: 0;
}
/* LAYOUT STYLES */
body {
font-family: 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 15px;
font-weight: 400;
line-height: 1.5;
color: #666;
background: #fafafa url(../images/body-bg.jpg) 0 0 repeat;
}
p {
margin-top: 0;
}
a {
color: #2879d0;
}
a:hover {
color: #2268b2;
}
header {
padding-top: 40px;
padding-bottom: 40px;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
background: #2e7bcf url(../images/header-bg.jpg) 0 0 repeat-x;
border-bottom: solid 1px #275da1;
}
header h1 {
width: 540px;
margin-top: 0;
margin-bottom: 0.2em;
font-size: 72px;
font-weight: normal;
line-height: 1;
color: #fff;
letter-spacing: -1px;
}
header h2 {
width: 540px;
margin-top: 0;
margin-bottom: 0;
font-size: 26px;
font-weight: normal;
line-height: 1.3;
color: #9ddcff;
letter-spacing: 0;
}
.inner {
position: relative;
width: 940px;
margin: 0 auto;
}
#content-wrapper {
padding-top: 30px;
border-top: solid 1px #fff;
}
#main-content {
float: left;
width: 690px;
}
#main-content img {
max-width: 100%;
}
aside#sidebar {
float: right;
width: 200px;
min-height: 504px;
padding-left: 20px;
font-size: 12px;
line-height: 1.3;
background: transparent url(../images/sidebar-bg.jpg) 0 0 no-repeat;
}
aside#sidebar p.repo-owner,
aside#sidebar p.repo-owner a {
font-weight: bold;
}
#downloads {
margin-bottom: 40px;
}
a.button {
width: 134px;
height: 58px;
padding-top: 22px;
padding-left: 68px;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 23px;
line-height: 1.2;
color: #fff;
}
a.button small {
display: block;
font-size: 11px;
}
header a.button {
position: absolute;
top: 0;
right: 0;
background: transparent url(../images/github-button.png) 0 0 no-repeat;
}
aside a.button {
display: block;
width: 138px;
padding-left: 64px;
margin-bottom: 20px;
font-size: 21px;
background: transparent url(../images/download-button.png) 0 0 no-repeat;
}
code, pre {
margin-bottom: 30px;
font-family: Monaco, "Bitstream Vera Sans Mono", "Lucida Console", Terminal, monospace;
font-size: 13px;
color: #222;
}
code {
padding: 0 3px;
background-color: #f2f8fc;
border: solid 1px #dbe7f3;
}
pre {
padding: 20px;
overflow: auto;
text-shadow: none;
background: #fff;
border: solid 1px #f2f2f2;
}
pre code {
padding: 0;
color: #2879d0;
background-color: #fff;
border: none;
}
ul, ol, dl {
margin-bottom: 20px;
}
/* COMMON STYLES */
hr {
height: 0;
margin-top: 1em;
margin-bottom: 1em;
border: 0;
border-top: solid 1px #ddd;
}
table {
width: 100%;
border: 1px solid #ebebeb;
}
th {
font-weight: 500;
}
td {
font-weight: 300;
text-align: center;
border: 1px solid #ebebeb;
}
form {
padding: 20px;
background: #f2f2f2;
}
/* GENERAL ELEMENT TYPE STYLES */
#main-content h1 {
margin-top: 0;
margin-bottom: 0;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 2.8em;
font-weight: normal;
color: #474747;
text-indent: 6px;
letter-spacing: -1px;
}
#main-content h1:before {
padding-right: 0.3em;
margin-left: -0.9em;
color: #9ddcff;
content: "/";
}
#main-content h2 {
margin-bottom: 8px;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 22px;
font-weight: bold;
color: #474747;
text-indent: 4px;
}
#main-content h2:before {
padding-right: 0.3em;
margin-left: -1.5em;
content: "//";
color: #9ddcff;
}
#main-content h3 {
margin-top: 24px;
margin-bottom: 8px;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 18px;
font-weight: bold;
color: #474747;
text-indent: 3px;
}
#main-content h3:before {
padding-right: 0.3em;
margin-left: -2em;
content: "///";
color: #9ddcff;
}
#main-content h4 {
margin-bottom: 8px;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 15px;
font-weight: bold;
color: #474747;
text-indent: 3px;
}
h4:before {
padding-right: 0.3em;
margin-left: -2.8em;
content: "////";
color: #9ddcff;
}
#main-content h5 {
margin-bottom: 8px;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
font-size: 14px;
color: #474747;
text-indent: 3px;
}
h5:before {
padding-right: 0.3em;
margin-left: -3.2em;
content: "/////";
color: #9ddcff;
}
#main-content h6 {
margin-bottom: 8px;
font-family: 'Architects Daughter', 'Helvetica Neue', Helvetica, Arial, serif;
font-size: .8em;
color: #474747;
text-indent: 3px;
}
h6:before {
padding-right: 0.3em;
margin-left: -3.7em;
content: "//////";
color: #9ddcff;
}
p {
margin-bottom: 20px;
}
a {
text-decoration: none;
}
p a {
font-weight: 400;
}
blockquote {
padding: 0 0 0 30px;
margin-bottom: 20px;
font-size: 1.6em;
border-left: 10px solid #e9e9e9;
}
ul {
list-style-position: inside;
list-style: disc;
padding-left: 20px;
}
ol {
list-style-position: inside;
list-style: decimal;
padding-left: 3px;
}
dl dd {
font-style: italic;
font-weight: 100;
}
footer {
padding-top: 20px;
padding-bottom: 30px;
margin-top: 40px;
font-size: 13px;
color: #aaa;
background: transparent url('../images/hr.png') 0 0 no-repeat;
}
footer a {
color: #666;
}
footer a:hover {
color: #444;
}
/* MISC */
.clearfix:after {
display: block;
height: 0;
clear: both;
visibility: hidden;
content: '.';
}
.clearfix {display: inline-block;}
* html .clearfix {height: 1%;}
.clearfix {display: block;}
/* #Media Queries
================================================== */
/* Smaller than standard 960 (devices and browsers) */
@media only screen and (max-width: 959px) { }
/* Tablet Portrait size to standard 960 (devices and browsers) */
@media only screen and (min-width: 768px) and (max-width: 959px) {
.inner {
width: 740px;
}
header h1, header h2 {
width: 340px;
}
header h1 {
font-size: 60px;
}
header h2 {
font-size: 30px;
}
#main-content {
width: 490px;
}
#main-content h1:before,
#main-content h2:before,
#main-content h3:before,
#main-content h4:before,
#main-content h5:before,
#main-content h6:before {
padding-right: 0;
margin-left: 0;
content: none;
}
}
/* All Mobile Sizes (devices and browser) */
@media only screen and (max-width: 767px) {
.inner {
width: 93%;
}
header {
padding: 20px 0;
}
header .inner {
position: relative;
}
header h1, header h2 {
width: 100%;
}
header h1 {
font-size: 48px;
}
header h2 {
font-size: 24px;
}
header a.button {
position: relative;
display: inline-block;
width: auto;
height: auto;
padding: 5px 10px;
margin-top: 15px;
font-size: 13px;
line-height: 1;
color: #2879d0;
text-align: center;
background-color: #9ddcff;
background-image: none;
border-radius: 5px;
-moz-border-radius: 5px;
-webkit-border-radius: 5px;
}
header a.button small {
display: inline;
font-size: 13px;
}
#main-content,
aside#sidebar {
float: none;
width: 100% ! important;
}
aside#sidebar {
min-height: 0;
padding: 20px 0;
margin-top: 20px;
background-image: none;
border-top: solid 1px #ddd;
}
aside#sidebar a.button {
display: none;
}
#main-content h1:before,
#main-content h2:before,
#main-content h3:before,
#main-content h4:before,
#main-content h5:before,
#main-content h6:before {
padding-right: 0;
margin-left: 0;
content: none;
}
}
/* Mobile Landscape Size to Tablet Portrait (devices and browsers) */
@media only screen and (min-width: 480px) and (max-width: 767px) { }
/* Mobile Portrait Size to Mobile Landscape Size (devices and browsers) */
@media only screen and (max-width: 479px) { }
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