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lectures_2022.html
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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Required meta tags -->
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"/>
<link rel="shortcut icon" href="assets/ico/favicon.ico">
<title>Lectures - Engineering Computatation and Data Science</title>
<!-- Custom styles for this template -->
<link href="assets/css/sticky-footer.css" rel="stylesheet">
<!-- Bootstrap CSS -->
<link
rel="stylesheet"
href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.0/css/bootstrap.min.css"
integrity="sha384-9aIt2nRpC12Uk9gS9baDl411NQApFmC26EwAOH8WgZl5MYYxFfc+NcPb1dKGj7Sk"
crossorigin="anonymous"
/>
<!-- Forks CSS -->
<link rel="stylesheet" href="assets/css/styles.css" />
<script src="assets/js/components_legacy.js" defer></script>
<!-- Fontawesome -->
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<link href="assets/css/font-awesome.min.css" rel="stylesheet">
</head>
<body>
<nav class="navbar navbar-expand-lg navbar-dark bg-dark">
<div class="container">
<a class="navbar-brand" href="index.html">Engineering Computation</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarNavAltMarkup" aria-controls="navbarNavAltMarkup" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarNavAltMarkup">
<ul class="navbar-nav">
<li class="nav-item"><a class="nav-link" href="index.html">Home</a></li>
<li class="nav-item active"><a class="nav-link" href="#">Lectures</a></li>
<li class="nav-item"><a class="nav-link" href="homeworks.html">Assignments</a></li>
<li class="nav-item"><a class="nav-link" href="projects.html">Projects</a></li>
<li class="nav-item"><a class="nav-link" href="videos.html">Videos</a></li>
<li class="nav-item"><a class="nav-link" href="about.html">About</a></li>
</ul>
</div>
</div>
</nav>
<!-- Main jumbotron for a primary marketing message or call to action -->
<div class="jumbotron" style="background: url('assets/img/banner.jpg')
100% 100% no-repeat;
-webkit-background-size: cover;
-moz-background-size: cover;
-o-background-size: cover;
background-size: cover;">
<div class="container">
<h1 style='color:#ffffff'>Lectures</h1>
</div>
</div>
<div id="wrap">
<div class="container">
<h1>
Engineering Computatation and Data Science
<small class="text-muted">video count: <span id="videoCount"></span></small>
</h1>
<br/>
<button
class="btn btn-outline-secondary"
data-toggle="collapse"
data-target="#collapseOne"
aria-expanded="true"
aria-controls="collapseOne"
>
Collapsible Modules</button
><br/><br/>
<div class="card">
<h4 class="card-header divider">Engineering Computatation and Data Science </h4>
</div>
<mit-module title="Schedule and Syllabus">
<mit-submodule
title="Schedule"
reference="Schedule"
referenceIcn="fa fa-file-pdf-o"
referenceUrl="https://docs.google.com/spreadsheets/d/1dp0Wd26LNUOkvz5BUWeICJaiOhGz76E_1zs8WKNf-TM/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Syllabus"
reference="Syllabus"
referenceIcn="fa fa-calendar"
referenceUrl="https://docs.google.com/document/d/1ygvYrpHfTXLs1z62fEOSGpTmQkvtWYy2k7gM8wmq-9g/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Term project"
lecture="Term Project"
lectureUrl="https://docs.google.com/document/d/13Lotaz3UjuzjxNvOM0tvEoqJdPlW626vHwGIc7G4zeo/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Term project signup sheet"
lecture="Term Project signup sheet"
lectureUrl="https://docs.google.com/spreadsheets/d/1nxtS_dII1zjNgWRfmhQnDFCbpLXsl9sEQDUAOAh5AJ0/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Video Templates"
lecture="Templates 0-to-3"
lectureUrl="https://drive.google.com/drive/folders/1OOt_fnAiWNTpLdVatWO_0quBdtL3BJib"
></mit-submodule>
</mit-module>
<mit-module title="Zoom Recordings of Lectures">
<mit-submodule
title="Recording Lecture 0 "
video="Recording Lecture 0 "
videoUrl="https://mit.zoom.us/rec/share/6qFSDSOoy3GidOmdROb3th1mV6sRLg3O3YpMLdmbFIdD5XexPrS36X8_pGWm09Yz.YcmDh7lknBDw8LzX"
></mit-submodule>
<mit-submodule
title="Recording Lecture 2 "
video="Recording Lecture 2 "
videoUrl="https://mit.zoom.us/rec/share/HkVJYskYwiF-5ELVeWgANS-sUcbLCsP-x09hn218SwCWznylZR3M6qaj05EB8dy9.ne5ox5DRHAEhYt_Y"
></mit-submodule>
<mit-submodule
title="Recording Lab 2/11 "
video="Recording Lab 2/11 "
videoUrl="https://mit.zoom.us/rec/share/2twq3XdXCRVcCKFER6cDTdbr68WPaoenzBbZQDxNf2wk4RrnnzAiQVBrgA3Um8JM.nprkwIROhtQoNfde"
></mit-submodule>
<mit-submodule
title="Recording Lab 2/18"
video="Recording Lab 2/18"
videoUrl="https://mit.zoom.us/rec/share/ojBz_nd9Fjt2dmOPSbNW0HRdkX3WY0-hWgk0d468oSoRGT7CEGZozUUjAytiC6Qo.dGoHYrWnBs-Wj49w"
></mit-submodule>
<mit-submodule
title="Recording Lect 2/28"
video="Recording Lect 2/28"
videoUrl="https://drive.google.com/drive/folders/1VbIhYn-xTOs2Ak33FVkUSF3mHwl95ZiS?usp=sharing"
></mit-submodule>
<mit-submodule
title="Recording Lab 3/5"
video="Recording Lab 3/5"
videoUrl="https://zoom.us/signin?_x_zm_rtaid=DhrU8wMZSxqIGxehw7bnUA.1646406220530.8bdf2dcff0b3790c91f1fd275ddeefba&_x_zm_rhtaid=180"
></mit-submodule>
</mit-module>
<mit-module title="Week 1 - Overview and Python/Jupyter Install">
<mit-submodule
title="Tell us about yourself"
reference="Short Survey"
referenceIcn="fa fa-bar-chart"
referenceUrl="https://docs.google.com/forms/d/1iee5tvA7KMZufm56ts_Lmv9kEe5FMuO0d0b9n3jhEUo/edit"
></mit-submodule>
<mit-submodule
title="Lecture 0 - Overview of Technology Landscape"
reference="Technology Landscape"
referenceIcn="fa fa-file-pdf-o"
referenceUrl="https://docs.google.com/presentation/d/1eHWC_BTV7drZ3KCoDEivG1ATeP1Z8jnUcynmXBCFcRw/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Lecture 0 - Software Mindset"
reference="Deck on Software Today"
referenceIcn="fa fa-file-pdf-o"
referenceUrl="https://drive.google.com/file/d/1jtKS6-gxnW5Ih-rC55ivt7uuertFifSt/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Overview of Python Environments"
video="OverviewPythonEnvironments.mp4"
videoUrl="https://drive.google.com/file/d/1ulCJaHUA2_nOfOPwM1JbB66nmv3isIFG/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/18tZzHrexz8Lv0RTtVZBVeydCrgIlMLcE?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python and Pip Installation"
video="PythonAndPipInstall.mp4 - Install Python"
videoUrl="https://drive.google.com/file/d/1LmDrnOPO9_7MfkCZFseIQvGFJYdzCbpi/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1WOc0r4nlb7Bv14jH7pTCKRVopmHU0oFH?usp=sharing"
></mit-submodule>
<mit-submodule
title="Jupyter Notebook Installation"
video="JupyterNotebookInstall03.mp4, Shortcuts, Kernel Restart, References, Exercise"
videoUrl="https://drive.google.com/file/d/19QRS3Cou-LwjWgWJNPE5OhwZaV8ZxG8W/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1w5vkeunw9IjkJ7eE84yZ_b3W6Sr789ZO?usp=sharing"
exercise="Python Practice Exercise"
exerciseUrl="https://drive.google.com/file/d/1UhXq2jBjNqtBoQ6rzDdWPpLuN13be64U/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 1 - Web Pages and GitHub Pages">
- Guide: <a href="https://bit.ly/3ofvWm7">https://bit.ly/3ofvWm7</a><br><br>
- install Git <a href="https://git-scm.com/downloads">https://git-scm.com/downloads</a><br><br>
- install visual studio code, <a href="https://code.visualstudio.com/">https://code.visualstudio.com/</a><br>
<mit-submodule
title="Git Windows Install"
exercise="Git Windows Install"
exerciseUrl="https://youtu.be/ALtXZocGAfk"
></mit-submodule>
<mit-submodule
title="Git Mac Install"
exercise="Git Mac Install"
exerciseUrl="https://youtu.be/KvIbbReUHTg"
></mit-submodule>
<h5>Web Documents</h5>
<p>
<a href="https://www.youtube.com/embed/ZdGk3zy7K7M" target="_blank ">Video: Web Document Basics</a><br>
<a href="abel/03_web_document_basics/slides.html" target="_blank ">Slides: Web Document Basics</a><br>
<a href="https://getbootstrap.com/" target="_blank ">Bootstrap</a>
<a href="abel/03_web_document_basics/cover/" target="_blank ">Bootstrap Cover Example</a><br>
<a href="abel/03_web_document_basics/cover.zip" target="_blank ">Bootstrap Cover Example Zip</a><br>
</p>
</mit-module>
<mit-module title="Lecture 2 - Web Documents and Working with Data on the Frontend">
<h5>Github using SSH keys</h5>
<p>
<a href="https://youtu.be/WhPXbB-oYI0" target="_blank "> <i class="fa fa-apple"></i> Github SSH Setup Mac</a><br>
<a href="https://youtu.be/ec9NG7SlOSc" target="_blank "> <i class="fa fa-windows"></i> Github SSH Setup Windows</a><br>
</p>
<mit-submodule
title="Github Writing"
lecture="Basic Writing"
lectureUrl="https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax"
reference="Markdown Cheatsheet"
referenceUrl="https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet"
></mit-submodule>
<mit-submodule
title="GitHub Pages - Web Site on GitHub"
video="GitHub Pages - Web Site on GitHub"
videoUrl="https://drive.google.com/file/d/1ejzC-zCiYZUxrX-6fQAy4mZs7CjuUaj_/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Web Docs Basics"
video="Web Document Basics Video"
videoUrl="https://www.youtube.com/embed/ZdGk3zy7K7M"
lecture="Web Document Basics Slides"
lectureUrl="abel/03_web_document_basics/slides.html"
reference="Bootstrap"
referenceUrl="https://getbootstrap.com/"
exercise="Bootstrap Cover Example"
exerciseUrl="abel/03_web_document_basics/cover/"
zip="Bootstrap Cover Example Zip"
zipUrl="abel/03_web_document_basics/cover.zip"
></mit-submodule>
<mit-submodule
title="Callbacks"
video="Callback functions"
videoUrl="https://onexi.org/videos.html#callbacks"
></mit-submodule>
<mit-submodule
title="Active Learning"
lecture="Active Learning Workflow Slides"
lectureUrl="https://docs.google.com/presentation/d/11zW3cOTKtuQHz978a9kYnkZwRhVMxtttS3Uzx222NaU/edit?usp=sharing"
exercise="Enter your work in this spreadsheet - Your Repo"
exerciseUrl="https://docs.google.com/spreadsheets/d/1RjrGVJ3DZEcCtWkvTQ9B38cuZ6DIetqHjPhtMWxnRWg/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Starter Code Repository - working with data in the frontend"
exercise="Exercises for lecture "
exerciseUrl="https://github.com/onexi/starter-realtime"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 3 - Real-Time Data">
<h5>Signup to Mapbox - Get your API access token</h5>
<p>
<a href="https://account.mapbox.com" target="_blank "> <i class="fa fa-link" aria-hidden="true"></i> Get your API token</a><br>
<a href="https://docs.mapbox.com/mapbox-gl-js/example/" target="_blank "> <i class="fa fa-link" aria-hidden="true"></i> Mapbox GL JS</a><br>
<a href="https://docs.mapbox.com/help/tutorials/make-a-heatmap-with-mapbox-gl-js/" target="_blank "> <i class="fa fa-link" aria-hidden="true"></i> Heatmap</a><br>
</p>
<h5>Reference: MBTA developer portal</h5>
<p>
<a href="https://www.mbta.com/developers/v3-api" target="_blank "> <i class="fa fa-link" aria-hidden="true"></i> Developers | MBTA</a>
</p>
<mit-submodule
title="Asynchronous Computation"
link="Asynchronous code in JS"
linkUrl="https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Statements/async_function"
></mit-submodule>
<mit-submodule
title="Active Learning"
lecture="Active Learning Workflow Slides"
lectureUrl="https://docs.google.com/presentation/d/11zW3cOTKtuQHz978a9kYnkZwRhVMxtttS3Uzx222NaU/edit?usp=sharing"
exercise="Enter your work in this spreadsheet - Your Repo"
exerciseUrl="https://docs.google.com/spreadsheets/d/1RjrGVJ3DZEcCtWkvTQ9B38cuZ6DIetqHjPhtMWxnRWg/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Starter Code Repository - Real-Time Data"
exercise="Exercises for lecture"
exerciseUrl="https://github.com/onexi/starter-realtime"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 5 - Colab, Python and GitHub">
<mit-submodule
title="GitHub Website Update - Move To Branch"
video="GitHub Website Update"
videoUrl="https://drive.google.com/file/d/1ejzC-zCiYZUxrX-6fQAy4mZs7CjuUaj_/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Review JavaScript"
exercise="Review JavaScript"
exerciseUrl="https://pythontutor.com/live.html#mode=edit"
></mit-submodule>
<mit-submodule
title="Some Data"
exercise="Some Data"
exerciseUrl="https://docs.google.com/document/d/1-kbGj_ZdhwqXklFz-N-MGcvvZL59E_EYDu69ybH7zNE/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python Starter Code in GitHub"
exercise="Jupyter/Colab Notebooks"
exerciseUrl="https://github.com/johntango/Python100"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 6 - Regression">
<mit-submodule
title="Clone Github Repo"
exercise="GitHub Repo"
exerciseUrl="https://github.com/johntango/Python100"
></mit-submodule>
<mit-submodule
title="Get Colab Notebook"
video="Get Colab Notebook"
videoUrl="https://drive.google.com/file/d/1w4cJgGav3zXt5i5UaiZG3m_1bw9MFO6g/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Gradient Descent"
video="Gradient Descent"
videoUrl="https://drive.google.com/file/d/1GCBs9vycy51Vmjy9wECWWs9KnDulNJFy/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Pandas Intro"
video="Pandas Intro"
videoUrl="https://drive.google.com/file/d/179X_yYVJcq_NZy_nJzWdcd6Dai0XFx3m/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Load Data Into Colab from your Laptop"
video="Load Data Into Colab from your Laptop"
videoUrl="https://drive.google.com/file/d/1mVKNv5jt3A8800dYdCkzSZ1v9I79ucg4/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Load Data Into Colab from GitHub"
video="Load Data Into Colab from GitHub"
videoUrl="https://drive.google.com/file/d/1TABmvCS86EDu2OQsSCRDO1O5YO7lk5-T/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Predicting House Prices Using Linear Regression"
video="Predicting House Prices"
videoUrl="https://drive.google.com/file/d/1byVJh3DNqpUvT28Euu1sG1Hc2bSKg9kG/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 7/8/9/13/14 - Data Modeling & Analysis">
<mit-submodule
title="DB conceptual/logical design"
lecture="DB conceptual/logical design (PDF)"
lectureUrl="abel/19_data_stores/erd.pdf"
video="DB conceptual/logical design - last year's lecture"
videoUrl="https://bit.ly/3JDauQ1"
></mit-submodule>
<mit-submodule
title="Install MySQL Windows"
video="Installation"
videoUrl="https://drive.google.com/file/d/1frMWpGny0mktLdAG51M4XmwAsZLlQOr5/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Install MySQL Mac"
video="Installation"
videoUrl="https://drive.google.com/file/d/1xuY1hcIWztkVdlThc9wJLohwyBGEpqRL/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Active Learning - read, parse, validate JSON data"
exercise="Exercises for lecture"
exerciseUrl="https://github.com/onexi/read-parse-validate"
link="Enter your work in this spreadsheet - Your Repo"
linkUrl="https://docs.google.com/spreadsheets/d/1RjrGVJ3DZEcCtWkvTQ9B38cuZ6DIetqHjPhtMWxnRWg/edit?usp=sharing"
></mit-submodule>
<h5>Terminal</h5>
<p>
<a href="https://youtu.be/LE4LIJNIKo0" target="_blank ">Terminal Mac</a><br>
<a href="https://youtu.be/293T8PUoIpM" target="_blank ">Terminal Windows</a><br>
</p>
<mit-submodule
title="DB Clients - Driver Lecture Slides"
lecture="DB Clients - Driver Lecture Slides"
lectureUrl="abel/19_data_stores/driver.pdf"
></mit-submodule>
<mit-submodule
title="DB Physical Design"
lecture="DB Physical Design (PDF)"
lectureUrl="abel/19_data_stores/sql_create_populate.pdf"
video="DB Physical Design - last year's lecture"
videoUrl="http://bit.ly/3esPwqO"
></mit-submodule>
<mit-submodule
title="SQL I"
lecture="SQL I (PDF)"
lectureUrl="abel/19_data_stores/sql_01_student.pdf"
></mit-submodule>
<mit-submodule
title="SQL II"
lecture="SQL II (PDF)"
lectureUrl="abel/19_data_stores/sql_02_student.pdf"
></mit-submodule>
<mit-submodule
title="Education Database for Active Learning"
lecture="Education Database for Active Learning"
lectureUrl="abel/19_data_stores/school_plus_books.sql"
></mit-submodule>
<mit-submodule
title="Farm Database for Active Learning"
lecture="Farm Database for Active Learning"
lectureUrl="abel/19_data_stores/farm.sql"
></mit-submodule>
<mit-submodule
title="Active Learning - Structured Query Language (SQL)"
exercise="Exercises for lecture"
exerciseUrl="https://github.com/onexi/sql"
link="Enter your work in this spreadsheet - Your Repo"
linkUrl="https://docs.google.com/spreadsheets/d/1RjrGVJ3DZEcCtWkvTQ9B38cuZ6DIetqHjPhtMWxnRWg/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Install ngrok - secure introspectable tunnels to localhost"
lecture="Install ngrok"
lectureUrl="https://ngrok.com/"
></mit-submodule>
<mit-submodule
title="Three Tier Applications"
link="DB Clients - Driver Lecture Slides"
linkUrl="abel/19_data_stores/driver.pdf"
lecture="Slides"
lectureUrl="abel/19_data_stores/three_tiers.pdf"
exercise="Active Learning"
exerciseUrl="https://github.com/onexi/threetiers-2022"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 10 - Data Science KMeans, Bayes,">
<mit-submodule
title="KMeans, Naive Bayes, Gaussian Bayes"
exercise="Repo for Exercises for lecture"
exerciseUrl="https://github.com/johntango/KMeans"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 11 - Google Earth Engine I">
<mit-submodule
title="Google Earth Engine I"
exercise="Repo for Exercises for lecture"
exerciseUrl="https://github.com/johntango/GoogleEarthEngine"
></mit-submodule>
<mit-submodule
title="Google Earth Engine Data Catalogue"
exercise="Data Catalogue"
exerciseUrl="https://developers.google.com/earth-engine/datasets/catalog"
></mit-submodule>
<mit-submodule
title="COLAB for EE"
exercise="COLAB for EE"
exerciseUrl="https://docs.google.com/document/d/16_we4CQJuykgwf0t7N3nolbx5wYId6jMlqvBYxfqCyc/edit#"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 12 - Google Earth Engine II">
<mit-submodule
title="Google Earth Engine II"
exercise="Repo for Exercises for lecture"
exerciseUrl="https://github.com/johntango/GoogleEarthEngine"
></mit-submodule>
<mit-submodule
title="Authentication"
video="Authentication Colab, Python, Jupyter Notebook"
videoUrl="https://drive.google.com/file/d/1i2YDvWFinQqY2iHuINSC3Gp4G_mzuLxI/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="Firebase - Cloud Database">
<mit-submodule
title="Firebase"
lecture="Link to Firebase lecture"
lectureUrl="https://drive.google.com/drive/folders/1P-DtXWFJ83_2_QY-S9iXKctWwdguaKyB?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="Project Proposal - Video Production">
<mit-submodule
title="Video Production"
lecture="Slides"
lectureUrl="https://docs.google.com/presentation/d/1sjKk3XcgRQ0NFCgB2EMB0-ww1hgwYv-rPAmoQ2rfJNg/edit?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="PS0 - GitHub Static Web Site">
<mit-submodule
title="PS0 - GitHub Static Web Site"
exercise="Develop your Website using GitHub Pages"
exerciseUrl="https://docs.google.com/document/d/1gy73o06KrA7Vzc2MbykmXdD-3E8cfPpfFg7dhDt_7Aw/edit#"
></mit-submodule>
</mit-module>
<mit-module title="PS1 - Bus Tracker">
<h5>PS1 - Bus Tracker</h5>
<p>
<a href="https://youtu.be/0KRnRj9g_NA" target="_blank ">Homework description</a><br>
<a href="https://youtu.be/d0NpJSSlFqw" target="_blank ">Question #1 - create a map of Cambridge, center on MIT campus</a><br>
<a href="https://youtu.be/zljd4x_o0X4" target="_blank ">Question #2 - create a map marker for MIT, center above lobby 7 (mass ave entrance)</a><br>
<a href="https://youtu.be/aIX2VXHFIvM" target="_blank ">Question #3 - animate marker for a bus route of your choosing (not route 1) - see video</a><br>
<a href="https://youtu.be/M4s_IJEBpO8" target="_blank ">Question #4 - Track buses on MBTA route 1 - see video</a><br>
<a href="https://youtu.be/CRw0dR9uk5I" target="_blank ">Demo - working solution</a><br>
</p>
<h5>PS1 - Submission Instructions</h5>
<p>
1) Fork the <a href="https://github.com/onexi/hw-bus-tracker" target="_blank ">hw-bus-tracker</a> Repo<br>
2) Enter your answers to questions 1-to-4 in the corresponding repo folders 1-to-4<br>
3) Enter your repo in this <a href="https://docs.google.com/spreadsheets/d/1iOKU8Wg_5bq_L-zYzJ79IziLlTR44NutC_tAwpaB4mw/edit?usp=sharing" target="_blank ">spreadsheet</a><br>
</p>
</mit-module>
<mit-module title="PS2 - House Price Prediction Challenge">
<mit-submodule
title="PS2 - House Price Prediction"
exercise="Develop Linear Regression Algorithm for Predicting House Prices "
exerciseUrl="https://docs.google.com/document/d/1k4V1S7xN_UNl-F1pKxzfXpDqFiKqB3JpdAKlX7pS2YQ/edit#"
></mit-submodule>
<br>
<a href="https://github.com/johntango/PS2HouseDataExercise " target="_blank ">Repo of House Price Training Data</a><br>
</mit-module>
<mit-module title="PS3 - Database Design">
<mit-submodule
title="PS3 Database Design"
exercise="Database Design"
exerciseUrl="abel/HW_DB_design/hw.pdf"
></mit-submodule>
<h5>PS3 - Submission Instructions</h5>
<p>
1) Fork the <a href="https://github.com/onexi/hw-db-book-biz-01" target="_blank ">hw-db-book-biz-01</a> Repo<br>
2) See the <a href="abel/HW_DB_design/hw.pdf" target="_blank ">problem set document</a> for instructions<br>
3) Enter your repo in this <a href="https://docs.google.com/spreadsheets/d/1_UD68eZCIdYQfPzDskhANGkX1Z8winIy5Bz16Mzkluc/edit?usp=sharing" target="_blank ">spreadsheet</a><br>
</p>
</mit-module>
<mit-module title="PS4 - Google Earth Engine">
<mit-submodule
title="PS4 Google Earth Engine"
exercise="Google Earth Engine"
exerciseUrl="https://docs.google.com/document/d/1pcbJ4dtWvewGrQURFmVnIGotqVkw_PWJLb5RWXFQjzs/edit?usp=sharing"
></mit-submodule>
</mit-module>
</mit-module>
<mit-module title="Project Suggestions">
<mit-submodule
title="Project Suggestions"
exercise="Project Suggestions"
exerciseUrl="https://docs.google.com/document/d/1gcpH0FrUqdHXnhBYHv0FjJ47fYN2YpymxEvwmxMOTW0/edit"
></mit-submodule>
</mit-module>
</div>
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<p class="text-muted"> © 2014 Abel Sanchez & John R. Williams</p>
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