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lectures_2021.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 -->
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</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/1SGp28iL-MjsijIkRnX49TKyPPhDGcuU6fe2G9SWPfQ4/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Syllabus"
reference="Syllabus"
referenceIcn="fa fa-calendar"
referenceUrl="https://drive.google.com/file/d/14KLH1AEiwGKi96rche8UHmVNCPEltVkp/view?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="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 1 Feb 17"
video="Recording Lecture 1 Feb 17"
videoUrl="https://mit.zoom.us/rec/share/gl6SH0bXGD_RqjUQwm2-R1igzzM5qYZAbjLI6RJ0p1kuxlTBGNImlJE1zHuAHEEd.F7eLkoBq33rEveEu "
></mit-submodule>
<mit-submodule
title="Recording Lab 1 Feb 19"
video="Recording Lab 1 Feb 19"
videoUrl="https://mit.zoom.us/rec/share/gADofA_QGuV-6RYbKjFY7wjjMzr33Z3exII5DDukRPSQOMguum0ouJWoOZKa0ktU.ThEnfA_YlfZxBGjV"
></mit-submodule>
<mit-submodule
title="Recording Lecture 2 Feb 22"
video="Recording Lecture 2 Feb 22"
videoUrl="https://mit.zoom.us/rec/share/R20Rmr-k8ypmPLBfk3LiYoYqldYxzgVLV26j5JPEVJbejrbYUsDrM5aiETHepOoD.jh8a_DLK30Gcso0O"
></mit-submodule>
<mit-submodule
title="Recording Lecture 3 Feb 24"
video="Recording Lecture 3 Feb 24"
videoUrl="https://mit.zoom.us/rec/share/W2aNyo2yG_UOjTN4Y5dFNmJDIyVVDWS42y38ZsBsGCV-t6ZaYcreTYJP_8izBa_V.9jbjWHtwGL0OKy-G "
></mit-submodule>
<mit-submodule
title="Recording Lecture 4 March 1"
video="Recording Lecture 4 March 1"
videoUrl="https://mit.zoom.us/rec/share/AZ00MBxZmnLUYQTn667YwwN8jdJz1TlTMzBKcrfvvGObS14b0PYQ1axY1EH93BIO.BwtNMA8nQ3-igOdn"
></mit-submodule>
<mit-submodule
title="Recording Lecture 5 March 3"
video="Recording Lecture 5 March 3"
videoUrl="https://mit.zoom.us/rec/share/n_W7hYK2defoxq074e7I8hiZvCAmA6vnJM7mH4iMwpCxvLZuvkV3PnV8KPEFxaYc.sefPrmkNFb_f_p3H"
></mit-submodule>
<mit-submodule
title="Recording Lecture 6 March 9"
video="Recording Lecture 6 March 9"
videoUrl="https://mit.zoom.us/rec/share/f-yLdSrItv5sBrliKwXMSRtBsOIflVJT_j7RQx_Jb-FbukRHB3gmTTIbBBRXJ9BR.kMJImaQdIoL8ANPu "
></mit-submodule>
<mit-submodule
title="Recording Lecture 7 March 15"
video="Recording Lecture 7 March 15"
videoUrl="https://mit.zoom.us/rec/share/hLUXfOINemEBaPm7DI87wKzOYOmEjOt72XHxXJOpxEUYJgPu_Lcg4A-CTUVZ8aqw.TEHOG3_BSHasipQK"
></mit-submodule>
<mit-submodule
title="Recording Lecture 8 March 17"
video="Recording Lecture 8 March 17"
videoUrl="https://mit.zoom.us/rec/share/bI8LDHOGPiKDhgW7U0HmWOeGEgTpTiA-Y1OaQ5zNLw1MvoKw4xRl3GNd8PBRu3bU.jrVRUMLVoHAUbbb2"
></mit-submodule>
<mit-submodule
title="Recording Lecture 9 March 23"
video="Recording Lecture 9 March 23"
videoUrl="https://mit.zoom.us/rec/share/msaNH5MufTv5vo_60Og6kc-KVbhblqemw21PorF4XyAMQHhmC_X7cLkb_dmAl2vd.Gtq5z5i2PcocD94Y"
></mit-submodule>
<mit-submodule
title="Recording Lecture 10 March 28"
video="Recording Lecture 10 March 28"
videoUrl="https://mit.zoom.us/rec/share/qL4P0g4H_-peE5YC8qkA-XoAnvbizej3XOwnnELFwjAXTUCLZQr3iDqH8Pr2WFEC.1VrYWhmHomZUZ8MO"
></mit-submodule>
<mit-submodule
title="Recording Lecture 11 March 30"
video="Recording Lecture 11 March 30"
videoUrl="https://mit.zoom.us/rec/share/uwBIJWrjx6shtv9BmT14thoHYO09hvzldiTVXfdSRZzXWvA2UQwbXwjG5uLcsew.BxazxAn67tLScnDV"
></mit-submodule>
<mit-submodule
title="Recording Lecture 12 April 5"
video="Recording Lecture 12 April 5"
videoUrl="https://mit.zoom.us/rec/share/NvZEHNCDIYGC54GwFFM1NzKFuzgOmiIrEzIxRCrzB5CISaCn3Rdejl7bAFHjfHfa.YpygLwdIYvJTFIcP"
></mit-submodule>
<mit-submodule
title="Recording Lecture 13 April - Regression Soln 7"
video="Recording Lecture 13 April 7"
videoUrl="https://mit.zoom.us/rec/share/dWm99rZ4URhx3l9KMZKwpovGyQFbNUidiix_HRnLpnttwp-vabp9nfZIGRn2QPJ3.NY46b1puIHvZQmrG"
></mit-submodule>
<mit-submodule
title="Recording Lecture 14 April Firebase"
video="Recording Lecture 14 April 12"
videoUrl="https://mit.zoom.us/rec/share/EhHZfxxbVCXtsO2kgCAhw2qKcXX2At7XyWNAI2j1lea0vT_c7mn2XDFYXkxvWRrc.uOxtKbMtq0n9BcFa"
></mit-submodule>
<mit-submodule
title="Recording Lecture 15 April Firebase"
video="Recording Lecture 15 April 14"
videoUrl="https://drive.google.com/file/d/1rXLD08-yKotjz8qiYJECwoqOqQ2uO5a-/view?usp=sharing"
></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 1 - 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 1 - 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="Week 2 - Python, Lists, Dictionaries and Tuples and Numpy Arrays">
<mit-submodule
title="Lecture 2 - In Class Exercises on Python Basics"
exercise="Follow along and then answer questions"
exerciseUrl="https://drive.google.com/file/d/1PrfD7T5tL0jxtC1p8OdAiw3nh2NyJSBp/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Answers to In Class Exercises on Python Basics"
exercise="Answers to Class Exercise"
exerciseUrl="https://drive.google.com/file/d/1ucs-N0qIcj4q4DQ952FF0s7cQkmcX3H0/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Lecture 3 - In Class Exercises on Python Basics"
exercise="Follow along"
exerciseUrl="https://drive.google.com/file/d/1rKYnu0EAG8A91NBdhWMd_HH2LFoC-jwC/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="Week 3 - Numpy 1-D and 2-D Arrays, Mean, Variance, Visualization using Matplotlib">
<mit-submodule
title="Lecture 4 - In Class Exercises Numpy and Matplotlib"
exercise="Follow along"
exerciseUrl="https://drive.google.com/file/d/1Mwkqbd1KlFk_xs7SwC7Mx7VQ7syWOiRR/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Lecture 5 - Pandas Introduction"
exercise="Follow along"
exerciseUrl="https://drive.google.com/file/d/17B-HbizOfR0ghi7W0pnxhCp_zon3OFEX/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="Normal Distribution Exericise In Class"
video="ExerciseNormalDist01.mp4"
videoUrl="https://drive.google.com/file/d/1WuYvutJgakXae7Vt8l_3jpZoRqvVNK7o/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1zBi7SI1zv14uF4BPR3aySucbNPWAZ0Uv?usp=sharing"
></mit-submodule>
<mit-submodule
title="Solution to Normal Distribution Exericise In Class"
video="ExerciseNormalDistSoln01.mp4"
videoUrl="https://drive.google.com/file/d/181ExXEr-ccHXQ73aOZomfuOQxpTIBZG2/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/11V9-Y3I-fRKtscgMaW3SOpTXMS1ikqjR?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python Classes"
video="PythonBasicExercisePractice.mp4"
videoUrl="https://drive.google.com/file/d/1kmmH_dtP-fnZq25iTC_kt9j6n3lN-hiu/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1lezCJhsGB9cr5lRH8MMIwONjLGEVPxGf?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="Week 4,5,6,7 - Relational Database Management Systems (RDBMS)">
<mit-submodule
title="RDBMS"
lecture="Database design (PDF)"
lectureUrl="abel/19_data_stores/erd.pdf"
></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="DB Physical Design"
lecture="DB Physical Design (PDF)"
lectureUrl="abel/19_data_stores/sql_create_populate.pdf"
video="DB Physical Design"
videoUrl="http://bit.ly/3esPwqO"
></mit-submodule>
<mit-submodule
title="SQL I"
lecture="SQL I (PDF)"
lectureUrl="abel/19_data_stores/sql_01.pdf"
></mit-submodule>
<mit-submodule
title="SQL II"
lecture="SQL II (PDF)"
lectureUrl="abel/19_data_stores/sql_02.pdf"
></mit-submodule>
<mit-submodule
title="Three Tier Application I"
exercise="Code from Lecture"
exerciseUrl="https://github.com/onexi/threetiers"
></mit-submodule>
<mit-submodule
title="Three Tier Application II"
lecture="Slides"
lectureUrl="abel/19_data_stores/three_tiers.pdf"
></mit-submodule>
</mit-module>
<mit-module title="Lect 12 4/5 - Data Cleaning and Predictive Models">
<mit-submodule
title="Docker - Flask"
lecture="Github files"
lectureUrl="https://github.com/johntango/flaskDocker"
video="Dockerfile and Flask"
videoUrl="http://bit.ly/3wt3yPG"
></mit-submodule>
<mit-submodule
title="Pandas and Data Cleaning"
lecture="Zip File for Pandas and Data Cleaning"
lectureUrl="https://drive.google.com/file/d/1sLRbGGjh-yMMDIRJ6Mup-iNrxBLS--Jy/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="House Price Prediction - Answers"
lecture="Jupyter File from April 7 lesson"
lectureUrl="https://drive.google.com/file/d/1HGERRb2WzBX-I8jD2tznyaijMaRUfFZa/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="Videos with more details of Course Content">
<mit-submodule
title="Python Overview 1"
video="PythonIntro003.mp4 Variables, Strings, Integers, Floats, Complex, Boolean<br/>
-Types, printing types<br/>
-Comparison Operators<br/>
-Slicing Strings<br/>
-Casting Variables<br/>
-Variable Naming Conventions<br/>
-Booleans and Comparisons<br/>
-Conditional (if, elif, else)<br/>
-Python Blocks<br/>
-Python Functions<br/>
-Variable Scope, Global and Local<br/>
-Function Arguments and Return Values"
videoUrl="https://drive.google.com/file/d/1Hp9fR_gFwjpwmtwBnGQoQKAi82MhutU9/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1x5fYaxAEv8MoZvPV4NH7xGrwxyJxrw1U?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python Overview 2 - Collections"
video="PythonIntroCollections.mp4 Lists, Dictionaries, Tuples, Sets, Literals, Loops (for and while), Slicing Lists a[ start : end : step ], append and pop, sort, reverse, index,
tuples as keys, looping over a dictionary, adding to set"
videoUrl="https://drive.google.com/file/d/1xDV1V9coTu8Wx7fmjajPs0OvYlS5bdFi/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1U9U16T2Me9xBcA-s5TKHES9lb8hUlFfT?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python For Loops over Collections"
video="PythonLoopsOverCollections.mp4 - for over items, over index, enumerate"
videoUrl="https://drive.google.com/file/d/1Bpkr56uWTVHBP5B_ivVuz-bG6FLEfzV8/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1ksQdJWMcTzgLrLq9RRMbqZJIxT2r8Kqq?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python List and Dictionary Comprehensions"
video="PythonComprehension.mp4"
videoUrl="https://drive.google.com/file/d/1kMnWGXguSo3TR0NFDZ1i837qn37o1Q9S/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1TBlttZhtzIllG0BZxkw5j8_NC0SseWdh?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python Lists Memory Layout"
video="PythonListsMemoryLayout.mp4 Lists, Dictionaries, Tuples, Sets, Literals, Loops (for and while), Slicing Lists a[ start : end : step ], append and pop, sort, reverse, index,
tuples as keys, looping over a dictionary, adding to set"
videoUrl="https://drive.google.com/file/d/1cbuixDJtigjj-hYnu75cheDnI8HkPqv7/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1IDXnRT2AGh-41XqGnOlghb5CgkJ4fA9g?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python Overview Objects and Function Arguments"
video="PythonObjectsIntro03.mp4, Objects vs Built in Types(string,int,float) and Passing into functions"
videoUrl="https://drive.google.com/file/d/1PEGM6K5ypzsJrTGppPex1YTCXRkIeOZC/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/16cc7VPeFUnOJoGSv_oMHY2kdNjDAKMgt?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python Functions and Variable Scope"
video="PythonFunctionScope01.mp4 "
videoUrl="https://drive.google.com/file/d/1SdBj0BZqhzuq__2s-Tm3vQi9oVaho5Sv/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1ruqH4qzD0INA1jkzTd4UP0Cr-DEuzh2U?usp=sharing"
exercise="Python Tutor - Follow along with the Video and Repeat for yourself"
exerciseUrl="http://pythontutor.com/live.html#mode=edit"
></mit-submodule>
<mit-submodule
title="Python Files Read and Write"
video="PythonReadWriteTxtFiles.mp4 - Creata and Write to a File, Read and Delete a File"
videoUrl="https://drive.google.com/file/d/1IFaOrBZ2EXyBWSmApwZLBN0eF1VIqF0b/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1ZHjSIZuXfJJ_8b9rPSkTsOo-yP8tmdas?usp=sharing"
exercise=""
exerciseUrl=""
></mit-submodule>
<mit-submodule
title="Basic Python Exercise Practice"
video="PythonBasicExercisePractice.mp4"
videoUrl="https://drive.google.com/file/d/1vrA7j-ZaPxbFlh8lN5sIELzNTd8U2I4G/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/10OIzR5Wxa0JpgHELTV5DowjRHpn6Gyen?usp=sharing"
exercise="ExercisePythonBasics.ipynb"
exerciseUrl="https://drive.google.com/file/d/1wUi2dX9IMhuQ3XKpWlQAcLEI3pswC9k-/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="PS1 - Exercise Python Student Grade DataBase">
<mit-submodule
title="Python Student Grades Part 1"
video="ExerciseStudentGrades01.mp4"
videoUrl="https://drive.google.com/file/d/1ljZu-kEMF549UhHPfzfV-D8DIot6JiYI/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1h-Wxoig51aXfjfH89hm1Yn8258EViGO0?usp=sharing"
></mit-submodule>
<mit-submodule
title="Python Student Grades Part 2"
video="PExerciseStudentGrades02.mp4"
videoUrl="https://drive.google.com/file/d/1PoMKBeN9NuDrViz4DfZge0dCnNGI2RRM/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1Y30C6QzdbCdKYr53QbAOG3J1MG71bNxW?usp=sharing"
></mit-submodule>
<mit-submodule
title="PS1 Question - Python Student Reduntant Dictionaries"
video="Exercise Reduntant Dictionary.mp4"
videoUrl="https://drive.google.com/file/d/11CTS_DELW3af1XbP1tu614IJoc4j76pV/view?usp=sharing"
camtasia="Camtasia file"
camtasiaUrl="https://drive.google.com/drive/folders/1UHQcSLDoR89yTMHHmret4RnCqJUsg9Su?usp=sharing"
exercise="Exercise using Comprehension on Dictionaries"
exerciseUrl="https://drive.google.com/file/d/1ecZ6-ZHT2Uy_hDUUYe8UZKxjdRFP6vYA/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module title="PS2 - Exercise Pandas DUE 3/10 end of day">
<mit-submodule
title="PS2 Question - Pandas"
exercise="Exercise using Pandas on Alien Sightings"
exerciseUrl="https://drive.google.com/file/d/1AuO37BzpBUVMXm1OUkwCUmqBx3XXbxgx/view?usp=sharing"
></mit-submodule>
</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>
</mit-module>
<mit-module title="PS4 - Database Three Tier Application">
<mit-submodule
title="PS4 DB Three Tier Application"
exercise="Three Tiers"
exerciseUrl="abel/HW_DB_client/threeTiers.pdf"
></mit-submodule>
</mit-module>
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