CS50 podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

cách đây 4 ngày trước1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

CS50 Podcast

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Trang chủ series•Feed

The CS50 Podcast is hosted by CS50's own David J. Malan and Brian Yu at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast.

12 tập

#CS50 #Tech

CS50 Podcast

118 subscribers

updated cách đây 5 năm trước

Chia sẻ

Trang chủ series•Feed

12 tập

#CS50 #Tech

Tất cả các tập

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Episode 11 - Making a CS50 Fair 30:19

cách đây 5 years trước30:19

30:19

In this episode, David and Brian discuss the origins of the CS50 Fair, the end-of-term exhibition of final projects that capstones CS50 students' experience. Why so many balloons? Why the raffle? And how can others run their own CS50 Fairs? All it took at first, it turns out, was some Entenmann's cakes! The CS50 Podcast is hosted by CS50's own David J. Malan and Brian Yu at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 YouTube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv iTunes: https://podcasts.apple.com/us/podcast/cs50-podcast/id1459708246 Google Podcasts: https://play.google.com/music/listen?u=0#/ps/Iw4e6bmrnly6iygsmqrcdajoweq Soundcloud: https://soundcloud.com/cs50/podcast11 Spotify: https://open.spotify.com/show/3MxtKWdpxTVvxnAYPDJuKV?si=lI0P0H8aSkCh2owGr2te1Q YouTube: https://youtu.be/afqHeaDsKEI…

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Episode 10 - Teaching Academic Honesty 30:57

cách đây 5 years trước30:57

30:57

In this episode, David and Brian discuss CS50's experience with matters of academic dishonesty, whereby students sometimes submit work that's not entirely their own. While the course aspires each year to reduce the number of instances thereof, most educationally impactful to date has been the course's introduction of a "regret clause" to its syllabus. If students do cross some ethical line, often late at night under significant stress, they are now encouraged to reach out to the course's heads within 72 hours. The course then addresses the matter internally, without escalation to the university itself. While the work in question is usually zeroed, students are often referred to other resources on campus as well for academic support and mental health. The effect has been to transform a process that was once primarily punitive into teachable moments. The CS50 Podcast is hosted by CS50's own David J. Malan and Brian Yu at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 9 - Restructuring CS50 50:09

cách đây 5 years trước50:09

50:09

In this episode, a discussion of CS50's underlying pedagogy. David and Brian discuss changes made to CS50 at Harvard in Fall 2019, among them new-and-improved lectures, weekly quizzes, by-appointment tutorials, a choice of end-of-term "tracks" for students, and lots of new problem sets. Hear the reasons behind those changes as well as what worked well and what didn't. The CS50 Podcast is hosted by CS50's own David J. Malan and Brian Yu at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 8 - FaceApp 23:44

cách đây 6 years trước23:44

23:44

This week's podcast: David and Brian talk about FaceApp, which uses machine learning to alter photos of people. The CS50 Podcast is hosted by CS50's own David J. Malan and Brian Yu at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 7 - Why C? 35:39

cách đây 6 years trước35:39

35:39

This week's podcast: David and Brian talk about why CS50 is taught (primarily) in C. The CS50 Podcast is hosted by CS50's own David J. Malan and Brian Yu at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 6 - Machine Learning 28:25

cách đây 6 years trước28:25

28:25

This week's podcast: Brian Yu joins David as co-host for the first time and the two share a discussion of a topic very much in vogue: machine learning. The CS50 Podcast is hosted by CS50's own David J. Malan and Colton Ogden at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 5 - Ransomware, WhatsApp Spyware 29:07

cách đây 6 years trước29:07

29:07

This week's podcast: the woes of ransomware (and the companies that claim to fight it), a vector for spyware injection in WhatsApp, and much more. The CS50 Podcast is hosted by CS50's own David J. Malan and Colton Ogden at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 4 - Internet Explorer, Smart Locks 30:35

cách đây 6 years trước30:35

30:35

This week's podcast: a tale of how YouTube eliminated Internet Explorer 6, stories of security concerning both digital and physical keys, and much more. The CS50 Podcast is hosted by CS50's own David J. Malan and Colton Ogden at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 3 - Password Security, Incognito Mode 30:53

cách đây 6 years trước30:53

30:53

This week's podcast: just how many insecure passwords are out in the open (and which ones in particular!), new features added to Chrome's Incognito Mode, and much more. The CS50 Podcast is hosted by CS50's own David J. Malan and Colton Ogden at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 2 - Task Lists, Facial Recognition 30:42

cách đây 6 years trước30:42

30:42

This week's podcast: the power and simplicity of task lists and the ethical boundaries of present and future facial recognition software. The CS50 Podcast is hosted by CS50's own David J. Malan and Colton Ogden at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 1 - Trust 39:21

cách đây 6 years trước39:21

39:21

This week's podcast: trust, both why it's necessary and why we should be wary of what it may sometimes mean, especially in technology and computer science. The CS50 Podcast is hosted by CS50's own David J. Malan and Colton Ogden at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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Episode 0 - Robocalls, Facebook Passwords 34:56

cách đây 6 years trước34:56

34:56

This week's podcast: the Facebook plain-text password controversy and the new (irritating!) phenomenon of the robocall. The CS50 Podcast is hosted by CS50's own David J. Malan and Colton Ogden at Harvard University. Each episode focuses on (and explains!) current events and news in tech and computer science more generally. This is the CS50 Podcast. Follow us on other social media to get news on upcoming shows and more: Facebook: https://www.facebook.com/cs50 Youtube: https://www.youtube.com/cs50 Twitter: https://twitter.com/cs50 Instagram: https://www.instagram.com/cs50 Twitch: https://twitch.tv/cs50tv…

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