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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 2026</title>
<!-- Custom styles for this template -->
<link href="assets/css/sticky-footer.css" rel="stylesheet" />
<link
href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/css/bootstrap.min.css"
rel="stylesheet"
integrity="sha384-GLhlTQ8iRABdZLl6O3oVMWSktQOp6b7In1Zl3/Jr59b6EGGoI1aFkw7cmDA6j6gD"
crossorigin="anonymous"
/>
<!-- Forks CSS -->
<link rel="stylesheet" href="assets/css/styles.css" />
<script src="components.js" defer></script>
<!-- Fontawesome -->
<link href="assets/css/all.min.css" rel="stylesheet" />
<!-- <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>
<div class="mb-4 bg-dark">
<div
class="container-fluid text-bg-dark"
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;
"
>
<h1 class="fw-bold p-5">Lectures</h1>
</div>
</div>
<div id="wrap">
<div class="container">
<h1>Engineering Computatation and Data Science</h1>
<br />
<div class="card text-bg-primary">
<h4 class="card-header divider">
Engineering Computatation and Data Science
</h4>
</div>
<!-- ------------------------- -->
<!-- lecture content - START -->
<!-- ------------------------- -->
<!-- ---------------------------------------------- -->
<!-- NOTE: -->
<!-- The page had several problems. To fix it, -->
<!-- I updated the bootstrap libraries, the font -->
<!-- awesome libraries, and the components file. -->
<!-- Follow example below for authoring. -->
<!-- ---------------------------------------------- -->
<!-- ---------------------------------------------- -->
<!-- ICONS: -->
<!-- To find new icons go to: -->
<!-- https://fontawesome.com/search?o=r&m=free -->
<!-- ---------------------------------------------- -->
<mit-module title="Schedule and Syllabus">
<mit-submodule
title="Schedule"
icon="fa-solid fa-calendar-days"
url="https://docs.google.com/spreadsheets/d/1bNxaD2LuJwaFToLPWWs9CTXR4Zv9ZuH5NRUtAeDuLj4/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Syllabus"
icon="fa-solid fa-file"
url="https://docs.google.com/document/d/1ygvYrpHfTXLs1z62fEOSGpTmQkvtWYy2k7gM8wmq-9g/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Term project"
icon="fa-solid fa-clipboard-list"
url="https://docs.google.com/document/d/13Lotaz3UjuzjxNvOM0tvEoqJdPlW626vHwGIc7G4zeo/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Video Templates"
icon="fa-solid fa-cube"
url="https://drive.google.com/drive/folders/1yDLCaEDst3Ea3OC3vXn0kaRalhwCXSeP?usp=share_link"
></mit-submodule>
<mit-submodule
title="Sample projects"
icon="fa-solid fa-book"
url="projects.html"
></mit-submodule>
</mit-module>
<!-- ----- lecture 01 ----- -->
<mit-module title="Lecture 01 - Introduction">
<mit-submodule
title="Sign=up Sheet - Put in your details"
icon="fa-brands fa-slideshare"
url="https://bit.ly/3Q6gYvW"
></mit-submodule>
<mit-submodule
title="THe Prompting Problem"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1lY3nSfCmEQbUcilH1zUV1hG5YeyWGDiPLOULmPdJonc/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Get a Github Account and install Git on Local Machine"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/document/d/1ImYpOskAQMAbFMsoi-zC1fZr-zp6aCmlhT68NOSnMSs/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Student Signup for Github Education Pack"
icon="fa-brands fa-youtube"
url="https://education.github.com/pack"
></mit-submodule>
<mit-submodule
title="Creating Github Repo Cycle"
icon="fa-brands fa-youtube"
url="https://www.youtube.com/watch?v=l0WYVFWEUxw"
></mit-submodule>
<mit-submodule
title="Github Copilot for Coding"
icon="fa-brands fa-youtube"
url=" https://docs.github.com/en/copilot"
></mit-submodule>
<mit-submodule
title="Example of Github Copilot Usage"
icon="fa-brands fa-youtube"
url="https://youtu.be/FxC2vI6xCTo"
></mit-submodule>
<mit-submodule
title="Class Recording Monday 2/2 - Video"
icon="fa-solid fa-circle-play"
url="https://mit.zoom.us/rec/share/a1uFtNtQmhgxFhS-xMX-Lo3o4opOt-DrEt27QB5zE8VpL1EhuU_PT3yhdEHDzrD1.phwRCCA5GiEVNKIk"
></mit-submodule>
</mit-module>
<!-- ----- lecture 02 ----- -->
<mit-module title="Lecture 02 - Browser Web Server Interaction">
<mit-submodule
title="Repo for webServerNames developed in class"
icon="fas fa-link"
url="https://github.com/johntango/webServerNames"
></mit-submodule>
<mit-submodule
title="Browser-Web Server Interaction"
icon="fa-brands fa-slideshare"
url="https://www.beautiful.ai/player/-OIHXvAEyBWfcQIVd4gk"
></mit-submodule>
<mit-submodule
title="In Class Checklist"
icon="fa-solid fa-list-check"
url="https://docs.google.com/document/d/1dVIZCX4Zb17YUEnrhmmHAH2iPwchaMoUnUJvEM2727c/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Class Recording Wed 2/4"
icon="fa-solid fa-circle-play"
url="https://mit.zoom.us/rec/share/JJ8kbllDYdOX69UOPi9JlUS9rtHjT1eAFB7ND6HrpEzAmdE48dhwIBi8sHEgUYcB.FssaHuyfqJA0CCXy"
></mit-submodule>
<mit-submodule
title="Friday Lab Class Recording Fri 2/7"
icon="fa-solid fa-circle-play"
url=""
></mit-submodule>
</mit-module>
<mit-module title="Github Classroom and Terminal">
<mit-submodule
title="Github Classroom - Homework Submit"
icon="fa-brands fa-youtube"
url="https://youtu.be/OYMrJTVNfQ0"
></mit-submodule>
<mit-submodule
title="Reference: Terminal Mac"
icon="fa-brands fa-youtube"
url="https://youtu.be/LE4LIJNIKo0"
></mit-submodule>
<mit-submodule
title="Reference: Terminal Windows"
icon="fa-brands fa-youtube"
url="https://youtu.be/293T8PUoIpM"
></mit-submodule>
<mit-submodule
title="Reference: Git Installation Mac"
icon="fa-brands fa-youtube"
url="https://youtu.be/KvIbbReUHTg"
></mit-submodule>
<mit-submodule
title="Reference: Git Installation Windows"
icon="fa-brands fa-youtube"
url="https://youtu.be/ALtXZocGAfk"
></mit-submodule>
</mit-module>
<mit-module
title="Problem Set 01 - Reaction Tester (Github Classroom - Due 2/13, 17.00)"
background="text-bg-info"
>
<mit-submodule
title="Problem Set 01 - Github Classroom Assignment"
icon="fa-solid fa-file"
url="https://classroom.github.com/a/PnB7ONEH"
></mit-submodule>
<mit-submodule
title="Instructions"
icon="fa-brands fa-youtube"
url="https://docs.google.com/document/d/14-3IfJAinkCCh2mQ_zl53kndc-mpRM8ByOBHb1xUD48/edit?usp=sharing"
></mit-submodule>
</mit-module>
<!-- ----- lecture 03 ----- -->
<mit-module title="Lecture 03 - Software Architecture">
<mit-submodule
title="Scratch document"
icon="fas fa-link"
url="https://docs.google.com/document/d/178DQFjara8d68QGnz-Y_z5nL87y_Bc8jaXBu9aMZEEo/edit?tab=t.0"
></mit-submodule>
<mit-submodule
title="Lecture Slides"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1cE3GCd7JdJSeo0tkF5fVCIeLOrNQdwoKsBwvEesW5f4/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Lecture Recording"
icon="fa-brands fa-youtube"
url="https://mit.zoom.us/rec/share/65G4VzBFuHb8R6l3HX7ZbSePS9LVD7jp7QkqjLQbK895aXp5yDoNBSy43xvCjX_2.ZpAY_ZpevtIUJ8Aa"
></mit-submodule>
<!--
2025 recording
https://mit.zoom.us/rec/share/1cw74DDQzCYy0S2svso7fwboLv7XjaYcYDLiGkrZ8Tgvnml0o8O9AlJAJ_rGvPx-.x0Z_Tg2cJQRy8sIU
-->
</mit-module>
<!-- ----- lecture 04 ----- -->
<mit-module title="Lecture 04 - Sensemaking">
<mit-submodule
title="Scratch document"
icon="fas fa-link"
url="https://docs.google.com/document/d/178DQFjara8d68QGnz-Y_z5nL87y_Bc8jaXBu9aMZEEo/edit?tab=t.0"
></mit-submodule>
<mit-submodule
title="Lecture Slides"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1u5H0IA3C3Upu7LggT2TyytPmwYXDu6asPVjHyhwTmJ0/edit#"
></mit-submodule>
<mit-submodule
title="Lecture Recording"
icon="fa-brands fa-youtube"
url="https://mit.zoom.us/rec/share/stkCaUkm6460kyrOVwqipVoc7IjAWjnwOUBH13AFxB5YrGDTnDlNctFEAMoXg7cb.9HakgFAXAQLUEPzX"
></mit-submodule>
<br />
<h5>Development Containers</h5>
<mit-submodule
title="Dev Containers"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1jJCXCa-PtNB_pJm3Rbdu4rAz5LfTEM4iY4ZirlBfuvk/edit?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module
title="Problem Set 02 - Sensemaking, Course Catalog (Github Classroom - Due 2/20, 23.00)"
background="text-bg-info"
>
<mit-submodule
title="Problem Set 02 - Sensemaking, Course Catalog"
icon="fa-solid fa-file"
url="https://docs.google.com/document/d/1kxmwf7e-cLBEEC92QaNUIOeIYWupwPOSnFPnGZrKHfI"
></mit-submodule>
<mit-submodule
title="Invitation Link"
icon="fa-solid fa-file"
url="https://classroom.github.com/a/HsW7DhkO"
></mit-submodule>
<!--
<mit-submodule
title="Starter Code"
icon="fa-solid fa-file"
url="https://github.com/onexi/catalog-starter-code"
></mit-submodule>
-->
<br />
<h5>MIT course catalog 1996</h5>
<mit-submodule
title="1996 course catalog"
icon="fas fa-link"
url="https://onexi.org/catalog/pdf/index.html"
></mit-submodule>
<!--
<br />
<h5>Problem Set Submission Instructions</h5>
<mit-submodule
title="Video Instructions"
icon="fa-brands fa-youtube"
url="https://bit.ly/3CScRRg"
></mit-submodule>
-->
</mit-module>
<mit-module title="Lecture 5 Talking to LLM Models">
<mit-submodule
title="Talking to LLMs - Slides"
icon="fa-brands fa-youtube"
url="https://docs.google.com/presentation/d/1m9z1V7ZmH9wDYv_go9RI0Q4n67fM166JhhW_97_5WdA/edit?usp=sharing"
>
</mit-submodule>
<mit-submodule
title="Lecture 5- Talking to LLM Models"
icon="fa-solid fa-file"
url="https://docs.google.com/presentation/d/1HIHC-39JYYUFA3s8qBNy343UY7OylVDMoogilMgU1l4/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Video - Attention and Word Embedding"
icon="fa-brands fa-youtube"
url="https://drive.google.com/file/d/185ThcB8Mk2P90HaZt8tWPyOUwj5H5Al-/view?usp=sharing"
>
</mit-submodule>
<mit-submodule
title="Video - Hand Embedding Words"
icon="fa-brands fa-youtube"
url="https://drive.google.com/file/d/1goIDHMNMp0onLALZ8iOobLuSix8FLc2h/view?usp=sharing"
>
</mit-submodule>
<mit-submodule
title="Video - Word2Vec"
icon="fa-brands fa-youtube"
url="https://drive.google.com/file/d/1LIhr6J42ze2mjNdI29JiCbkU2M4Bo_ug/view?usp=drive_link"
>
</mit-submodule>
<mit-submodule
title="Class Recording - Audio and Video Wed 2/17"
icon="fa-solid fa-circle-play"
url=""
></mit-submodule>
</mit-module>
<mit-module title="Lecture 6 Agents and OpenAI Agents">
<mit-submodule
title="OpenAI SDKs Overview"
icon="fas fa-link"
url="https://docs.google.com/document/d/14bXHBwSB0GrDXPkNe9Mn4CT64YwTq8krvxDH6vWLcK0/edit?usp=sharing"
>
</mit-submodule>
<mit-submodule
title="OpenAI Agents @openai/agents Documentation"
icon="fas fa-link"
url=" https://openai.github.io/openai-agents-js/"
>
</mit-submodule>
<mit-submodule
title="AgentLoop Repo for Exercise in Class"
icon="fas fa-link"
url="https://github.com/johntango/AgentLoop"
>
</mit-submodule>
<mit-submodule
title="Video - RAGs Retrieval Augmented Generation"
icon="fa-brands fa-youtube"
url=" https://drive.google.com/file/d/1HKFLBdCZ7mDicqrkQpvXyn0-5CIbgorU/view?usp=drive_link"
>
</mit-submodule>
<mit-submodule
title="Lesson 6 Class Recording - Audio and Video Wed 2/18"
icon="fa-solid fa-circle-play"
url="https://drive.google.com/file/d/17pqFV-D8ctu3aFXKBU-E1TEs1-YOrqnx/view?usp=sharing"
></mit-submodule>
</mit-module>
<mit-module
title="Problem Set 03 - Spring Break 2026 - Due 2/27, 23.00)"
background="text-bg-info"
>
<mit-submodule
title="Problem Set 03 - SpringBreak Repo"
icon="fa-solid fa-file"
url="https://github.com/johntango/SpringBreak2026"
></mit-submodule>
<mit-submodule
title="Example Trip Planner"
icon="fa-brands fa-youtube"
url="https://drive.google.com/file/d/11VpUEp2RyfYXz-g_cMR5lGTAK_jGAx_D/view?usp=sharing"
></mit-submodule>
</mit-module>
<!-- ----- lecture 03 ----- -->
<mit-module title="Lesson 7 and 8 Lecture 02/25 - LLM Engineering">
<mit-submodule
title="Lecture Slides"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1z1iszyzEXDxlG7zTlxuYU-LSb_C7N5yhJln6WGfur_U/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Lecture Recording"
icon="fa-brands fa-youtube"
url="https://mit.zoom.us/rec/share/v_2Y-7-E7ND3UJ8EnLHXB8cbg4Riv7CLzhhKuUJn-n7hvoNzKw_Uou583vjy5GQ.Adx1MOK8dwEms4FA"
></mit-submodule>
</mit-module>
<mit-module
title="Problem Set 04 - Due 03/06, 23.00)"
background="text-bg-info"
>
<mit-submodule
title="Problem Set 04 - LLM-Based Comment Analysis and Moderation"
icon="fa-solid fa-file"
url="https://docs.google.com/document/d/18yhShGNCJ5BGsRysKhnlyAdCk53sn-gW2_Vb2eZUKPE/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Starter Code"
icon="fa-solid fa-file"
url="https://github.com/onexi/comments"
></mit-submodule>
</mit-module>
<mit-module title="Lesson 9 Agents 3/2" background="text-bg-info">
<mit-submodule
title="Lesson 9 OpenAI Agents - Prompting and Thinking"
icon="fas fa-link"
url="https://docs.google.com/document/d/1oYeh06P5A0klr0TNQmt8japv12wnVZF9jTkT8RWUxXY/edit?usp=sharing"
>
</mit-submodule>
<mit-submodule
title="Omar Khattab - Prompting is a horrible abstraction for programming"
icon="fas fa-link"
url="https://youtu.be/qdmxApz3EJI?si=Q7sNbhyJ4SXiabA-"
>
</mit-submodule>
<mit-submodule
title="Lesson 9 Repo Agent Tool Calling"
icon="fas fa-link"
url="https://github.com/johntango/AgenTAndToolCalling"
>
</mit-submodule>
<mit-submodule
title="Lesson 9 Class Recording - Audio and Video Mon 3/2"
icon="fa-solid fa-circle-play"
url="https://mit.zoom.us/rec/share/VbNTHfy26mjjHg767YuplaJDORKREdczGv2jGfsTYO8JnSnsY814JfCpwzgndelG.NEZ48jLsqFPFJRA_"
></mit-submodule>
</mit-module>
<mit-module
title="Lesson 10 The Bitter Lesson Wed 3/4"
background="text-bg-info"
>
<mit-submodule
title="Lesson 10 The Bitter Lesson 3/4"
icon="fas fa-link"
url="https://bit.ly/4sgbqAi"
>
</mit-submodule>
<mit-submodule
title="Lesson 10 Slides Energy and AI"
icon="fas fa-link"
url="https://bit.ly/4r5Tlny"
>
</mit-submodule>
<mit-submodule
title="Lesson 10 Class Recording - Audio and Video Wed 3/4"
icon="fa-solid fa-circle-play"
url="https://mit.zoom.us/rec/share/MN9nIAi7SrTHC8vReC9FC6himA4-59sSKAge8GUjz7mITrkb90xnmpNAQycOjVmq.0XJqTTb6NNMuTdtb"
></mit-submodule>
</mit-module>
<mit-module
title="Problem Set 05 - Parallel Fraud Detection"
background="text-bg-info"
>
<mit-submodule
title="Problem Set 05 - Parallel Fraud Detection Repo"
icon="fa-solid fa-file"
url="https://github.com/johntango/FraudDetectionPS6"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 11 - Databases">
<mit-submodule
title="Database I - what is it?"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1sdj897I6cuWGwvjQduKaZdv59O1cm9_RS7QbMCSjEhQ/edit?usp=drive_link"
></mit-submodule>
<mit-submodule
title="Database II - Design"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1omxRVmQ-mr7lVV2pDsvA5Dtap7_-zQz7e565vUZj2Nw/edit?usp=drive_link"
></mit-submodule>
<mit-submodule
title="Database III - Database platforms"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1NSQLHssHh7ZsiH9XTAx65TpbIOIFjI4G_qVIEm1KYFg/edit?usp=drive_link"
></mit-submodule>
<mit-submodule
title="Database IV - SQLite"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1_QEGMCesuVU_LhmmHtL7COu_UKCbeGnfeCKlAsZV7ug/edit?usp=drive_link"
></mit-submodule>
<mit-submodule
title="Database V - Structured Query Language (SQL)"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1lMd8qDRVyEEceeQEU0C7xBG44BqGM1xH4aQgxuaDQAU/edit?usp=drive_link"
></mit-submodule>
<mit-submodule
title="Database VI - Conceptual, logical, physical"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1EML4ruaEJf7zGYzvElGUBnsQTKoipjX0kHNT_pLo6zA/edit?usp=sharing"
></mit-submodule>
<mit-submodule
title="Database VII - Python plus DB"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1uwzgIB4rOIrzOm7nw_IpYc4MeuU6Hwoi8oEaDOV664k/edit?usp=drive_link"
></mit-submodule>
<mit-submodule
title="Education Database"
icon="fa-solid fa-file"
url="data/education.sql"
></mit-submodule>
<mit-submodule
title="Northwind Database"
icon="fa-solid fa-file"
url="data/northwind.sql"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 12 - Containers & Databases">
<mit-submodule
title="Containers & Databases"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1McWxtWPl6IMg7YJyMHAioODVcfOyUlGMJ-0-WQJBTP4/edit"
></mit-submodule>
<mit-submodule
title="CLI User Interfaces"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1NArtnuQoCgp0j5zxgd6ZcDVTwy7SKyO1-d0z7EDmojM/edit?slide=id.p#slide=id.p"
></mit-submodule>
</mit-module>
<mit-module
title="Problem Set 06 - Due 03/20, 23.00)"
background="text-bg-info"
>
<mit-submodule
title="Command-Line User Registration System"
icon="fa-solid fa-file"
url="https://docs.google.com/document/d/1C0-vkygpJDE6BVTqVqehhI7Fgm3uyMytcfL9qjH7Qec/edit?tab=t.0#heading=h.577816ico7yo"
></mit-submodule>
<mit-submodule
title="Starter Code"
icon="fa-solid fa-file"
url="https://github.com/onexi/registration"
></mit-submodule>
</mit-module>
<mit-module
title="Lecture 13 - Prompting and Human and Machine Knowledge"
>
<mit-submodule
title="Programmatic Prompting and DSPY"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/12AOsIic7dUyHsJb6A0W8T-pFdJOM3irZ/edit?usp=sharing&ouid=109505314484205819849&rtpof=true&sd=true"
></mit-submodule>
<mit-submodule
title="MCP Giving Agents Tools"
icon="fa-brands fa-slideshare"
url="https://drive.google.com/file/d/1HLcFnz3NIGqJkFVkA6VVrhKEVAcnfR62/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="MCP Multi Agents with Tools"
icon="fa-brands fa-slideshare"
url="https://drive.google.com/file/d/1JAmnAhURcygv9UZjchJ4lsG0vczJ3OH6/view?usp=sharing"
></mit-submodule>
<mit-submodule
title="MCP Demo Repo"
icon="fa-solid fa-file"
url="https://github.com/johntango/mcp001"
></mit-submodule>
<mit-submodule
title="Speed of Learning- Human vs Machine Knowledge"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1NMYmvvbe59JWRpJ_MB1Z7XPv0JY5HXkq/edit?usp=sharing&ouid=109505314484205819849&rtpof=true&sd=trueg"
></mit-submodule>
<mit-submodule
title="Lesson 13 Class Recording - Audio and Video Mon 3/16"
icon="fa-solid fa-circle-play"
url="https://mit.zoom.us/rec/share/G_gPqFuHsS7ySPOr1PhSnjTtRSPJk6XSu97mirZgfvxQU8poUmIILT2OVSXlEtJl.S8pVFRdcwD9R6qiK"
></mit-submodule>
</mit-module>
<mit-module title="Lecture 14 - Human Knowledge and How LLMs Simulate Thinking">
<mit-submodule
title="AI Does not Think like Humans"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1TjH9pUxSyjJXyPfvrJJSmlrUqKLZtJDK/edit?usp=drive_link&ouid=109505314484205819849&rtpof=true&sd=true"
></mit-submodule>
<mit-submodule
title="Speed of Learning- Human vs Machine Knowledge"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1NMYmvvbe59JWRpJ_MB1Z7XPv0JY5HXkq/edit?usp=sharing&ouid=109505314484205819849&rtpof=true&sd=trueg"
></mit-submodule>
<mit-submodule
title="Corporate Organization - CAS"
icon="fa-brands fa-slideshare"
url="https://docs.google.com/presentation/d/1SKLlsgndxV7vqnGj_H7jVpwXR3WXOEmy/edit?slide=id.g3c5a09de721_0_1048#slide=id.g3c5a09de721_0_1048"
></mit-submodule>
<mit-submodule
title="Lesson 14 Class Recording - Audio and Video Mon 3/18"
icon="fa-solid fa-circle-play"
url=""
></mit-submodule>
</mit-module>
<!-- ----- END OF LECTURE CONTENT ----- -->
</div>
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© 2014,2024,2025,2026 Abel Sanchez & John R. Williams
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