CS50x 2026 - Artificial Intelligence

CS50 · Beginner ·🧠 Large Language Models ·6mo ago

Key Takeaways

Introduces the fundamentals of artificial intelligence, including generative AI, prompt engineering, and decision trees

Original Description

*** This is CS50, Harvard University's introduction to the intellectual enterprises of computer science and the art of programming. *** TABLE OF CONTENTS 00:00:00 - Introduction 00:00:43 – Welcome 00:02:53 – Generative Artificial Intelligence 00:07:56 – Prompt Engineering 00:09:30 – CS50.ai 00:11:05 – Copilot 00:17:29 – AI 00:20:52 – Decision Trees 00:23:56 – Minimax 00:29:00 – Machine Learning 00:37:26 – Deep Learning 00:42:55 – Large Language Models 00:46:04 – Hallucinations *** HOW TO SUBSCRIBE http://www.youtube.com/subscription_center?add_user=cs50tv HOW TO TAKE CS50 edX: https://cs50.edx.org/ Harvard Extension School: https://cs50.harvard.edu/extension Harvard Summer School: https://cs50.harvard.edu/summer OpenCourseWare: https://cs50.harvard.edu/x HOW TO JOIN CS50 COMMUNITIES Bluesky: https://bsky.app/profile/cs50.harvard.edu Discord: https://discord.gg/cs50 Ed: https://cs50.edx.org/ed Facebook Group: https://www.facebook.com/groups/cs50/ Faceboook Page: https://www.facebook.com/cs50/ GitHub: https://github.com/cs50 Gitter: https://gitter.im/cs50/x Instagram: https://instagram.com/cs50 LinkedIn Group: https://www.linkedin.com/groups/7437240/ LinkedIn Page: https://www.linkedin.com/school/cs50/ Medium: https://cs50.medium.com/ Quora: https://www.quora.com/topic/CS50 Reddit: https://www.reddit.com/r/cs50/ Slack: https://cs50.edx.org/slack Snapchat: https://www.snapchat.com/add/cs50 SoundCloud: https://soundcloud.com/cs50 Stack Exchange: https://cs50.stackexchange.com/ Telegram: https://t.me/cs50x Threads: https://www.threads.net/@cs50 TikTok: https://www.tiktok.com/@cs50 Twitter: https://twitter.com/cs50 Twitter Community: https://twitter.com/i/communities/1722308663522594923 YouTube: http://www.youtube.com/cs50 HOW TO FOLLOW DAVID J. MALAN Facebook: https://www.facebook.com/dmalan GitHub: https://github.com/dmalan Instagram: https://www.instagram.com/davidjmalan/ LinkedIn: https://www.linkedin.com/in/malan/ Quora: https://www.quora.com/profile/Davi
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1 Hello, World: Hadi Partovi
Hello, World: Hadi Partovi
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2 Content Distribution and Archival in a Digital Age
Content Distribution and Archival in a Digital Age
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3 CS50 2014 - Week 1
CS50 2014 - Week 1
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4 CS50 2014 - Week 3
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5 CS50 2014 - Week 0, continued
CS50 2014 - Week 0, continued
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6 CS50 2014 - Week 4
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7 Week 3, continued
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8 Quiz 0 Review
Quiz 0 Review
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9 CS50 2014 - Week 3, continued
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10 CS50 2014 - Week 7
CS50 2014 - Week 7
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11 CS50 2014 - Week 7, continued
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12 Breaking Through The (Google) Glass Ceiling by Christopher Bartholomew
Breaking Through The (Google) Glass Ceiling by Christopher Bartholomew
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13 Introduction to Amazon Web Services by Leo Zhadanovsky
Introduction to Amazon Web Services by Leo Zhadanovsky
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14 CS50 2014 - Week 9
CS50 2014 - Week 9
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15 How to Build Innovative Technologies by Abby Fichtner
How to Build Innovative Technologies by Abby Fichtner
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16 Light Your World (with Hue Bulbs) by Dan Bradley
Light Your World (with Hue Bulbs) by Dan Bradley
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17 Building Dynamic Web Apps with Laravel by Eric Ouyang
Building Dynamic Web Apps with Laravel by Eric Ouyang
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18 CS50 2014 - CS50 Lecture by Steve Ballmer
CS50 2014 - CS50 Lecture by Steve Ballmer
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19 CS50 2014 - Week 10
CS50 2014 - Week 10
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20 This is CS50 with Steve Ballmer?
This is CS50 with Steve Ballmer?
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21 Meteor: a better way to build apps by Roger Zurawicki
Meteor: a better way to build apps by Roger Zurawicki
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22 Data Analysis in R by Dustin Tran
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23 Data Visualization and D3 by David Chouinard
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24 CS50 2014 - Week 6
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25 Build Tomorrow's Library by Jeffrey Licht
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26 CS50 2014 - Week 9, continued
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27 Essential Scale-Out Computing by James Cuff
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28 iOS App Development with Swift by Dan Armendariz
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29 Sam Clark Leads Yale Students on Tour to CS50 at Harvard
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30 3D Modeling and Manufacture by Ansel Duff
3D Modeling and Manufacture by Ansel Duff
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31 CS50 2014 - Week 5, continued
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32 hello, world
hello, world
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33 CS50 2014 - Deep Thoughts - Hash Table
CS50 2014 - Deep Thoughts - Hash Table
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34 CS50 2014 - Deep Thoughts - Binary Tree
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35 CS50 2014 - Deep Thoughts - Scratch
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36 CS50 2014 - Deep Thoughts - MySQL
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LaunchCode Visits CS50
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38 CS50 Live, Episode 100
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39 CS50 Field Trip to Google
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40 This is CS50 AP
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41 Week 4: Monday - CS50 2011 - Harvard University
Week 4: Monday - CS50 2011 - Harvard University
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42 Week 2: Wednesday - CS50 2011 - Harvard University
Week 2: Wednesday - CS50 2011 - Harvard University
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43 Week 1: Wednesday - CS50 2011 - Harvard University
Week 1: Wednesday - CS50 2011 - Harvard University
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44 Week 11: Monday - CS50 2011 - Harvard University
Week 11: Monday - CS50 2011 - Harvard University
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45 Week 3: Wednesday - CS50 2011 - Harvard University
Week 3: Wednesday - CS50 2011 - Harvard University
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46 Week 12: Monday - CS50 2011 - Harvard University
Week 12: Monday - CS50 2011 - Harvard University
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47 Week 1: Friday - CS50 2011 - Harvard University
Week 1: Friday - CS50 2011 - Harvard University
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48 Week 3: Monday - CS50 2011 - Harvard University
Week 3: Monday - CS50 2011 - Harvard University
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49 Week 10: Wednesday - CS50 2011 - Harvard University
Week 10: Wednesday - CS50 2011 - Harvard University
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50 Week 2: Monday - CS50 2011 - Harvard University
Week 2: Monday - CS50 2011 - Harvard University
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51 Week 9: Monday - CS50 2011 - Harvard University
Week 9: Monday - CS50 2011 - Harvard University
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52 Week 7: Monday - CS50 2011 - Harvard University
Week 7: Monday - CS50 2011 - Harvard University
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53 Week 5: Monday - CS50 2011 - Harvard University
Week 5: Monday - CS50 2011 - Harvard University
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54 Week 5: Wednesday - CS50 2011 - Harvard University
Week 5: Wednesday - CS50 2011 - Harvard University
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55 Week 7: Wednesday - CS50 2011 - Harvard University
Week 7: Wednesday - CS50 2011 - Harvard University
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56 Week 8: Monday - CS50 2011 - Harvard University
Week 8: Monday - CS50 2011 - Harvard University
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57 Week 9: Wednesday - CS50 2011 - Harvard University
Week 9: Wednesday - CS50 2011 - Harvard University
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58 Week 8: Wednesday - CS50 2011 - Harvard University
Week 8: Wednesday - CS50 2011 - Harvard University
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59 Week 10: Monday - CS50 2011 - Harvard University
Week 10: Monday - CS50 2011 - Harvard University
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60 Week 2: Wednesday - CS50 2010 - Harvard University
Week 2: Wednesday - CS50 2010 - Harvard University
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Chapters (13)

Introduction
0:43 Welcome
2:53 Generative Artificial Intelligence
7:56 Prompt Engineering
9:30 CS50.ai
11:05 Copilot
17:29 AI
20:52 Decision Trees
23:56 Minimax
29:00 Machine Learning
37:26 Deep Learning
42:55 Large Language Models
46:04 Hallucinations
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