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TechSurge: Deep Tech VC Podcast

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

לפני 9 ימים1:14:43

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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 mathematical concepts that power 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…

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updated לפני 3 שנים

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11 פרקים

#Society #U.S. Consulate General Mumbai

Όλα τα επεισόδια

1
From student to change-maker: Priya Naik's #StudyInTheUS Journey | Charcha-cast | Season 2 | Ep. 2 28:13

לפני 3 years28:13

28:13

Studying public policy in the U.S. broadened her horizons and inspired her social entrepreneurship journey in India. Watch Priya Naik, Founder & CEO of Samhita Social Ventures on this week's episode of Charcha-cast. #USIndiaDosti #StudyInTheUS

1
Charcha-cast | Season 2 | Ep. 1 | Dhruvil Sanghvi 32:25

לפני 3 years32:25

32:25

LogiNext Chief Executive Officer Dhruvil Sanghvi shares his journey and recalls life as a student in the United States. #USIndiaDosti #CharchaCast

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Mapping The Journey of A Social Entrepreneur | Elsa D’Silva on Women’s Safety & Empowerment 33:21

לפני 5 years33:21

33:21

She started as an aviation professional and evolved into a powerful force combatting violence and crime against women. In this week's episode of CharchaCast, we take you through the inspiring journey of social entrepreneur and Red Dot Foundation founder Elsa D’Silva.

1
Small Conservation Efforts = Big Impact | Environmentalists Asif & Saher Bhamla | Charcha-cast Ep 8 29:16

לפני 5 years29:16

29:16

Can small everyday efforts to protect the environment yield big results? We explore the answer in this weeks episode of Charcha-cast with Environmentalists, Asif and Saher Bhamla.

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What do the youth in India want? | Yuvaa Co-founder Nikhil Taneja | Charcha-cast Ep. 7 48:11

לפני 5 years48:11

48:11

What do the youth in India want? Writer-Producer, storyteller, and mental health advocate, Nikhil Taneja tells it like it is in this week week’s episode of Charcha-Cast.

1
LOVE | ACCEPTANCE | QUEER | PRIDE | Filmmaker Faraz Arif Ansari | Charcha-cast Ep. 6 38:22

לפני 5 years38:22

38:22

On this week's episode of Charcha-cast, filmmaker Faraz Arif Ansari shares the struggles of being a queer filmmaker, his journey towards self-acceptance, and shines a light on the power of love in conquering hate. #PrideMonth

1
Why are women dropping out of the workforce? | Anupama Kapoor | Charcha-cast Ep. 5 32:23

לפני 5 years32:23

32:23

Why are women dropping out of the workforce and how do you bring them back? Gender advocate Anupama Kapoor tells it like it is. #CharchaCast

1
Rediscovering Indian Culture While Studying In The U.S. | Actor Ojas Rawal | Charcha-Cast - Ep. 4 37:18

לפני 5 years37:18

37:18

With so much misinformation floating around, how do you make sense of the nonsense? Fact-check expert Jency Jacob sets the record straight on this week’s episode of Charcha-cast.

1
How To Distinguish Fact From Fiction? | Fact-Check Expert Jency Jacob 33:07

לפני 5 years33:07

33:07

With so much misinformation floating around, how do you make sense of the nonsense? Fact-check expert Jency Jacob sets the record straight on this week’s episode of Charcha-cast.

1
Why Are Disabled People Infantilized? | Nidhi Goyal | Charcha-cast Ep. 2 32:58

לפני 5 years32:58

32:58

1
Comedian Vir Das On Studying In The U.S. 32:33

לפני 5 years32:33

32:33

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Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.

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פודקאסטים ששווה להאזין

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

Charcha-cast

Charcha-cast

פודקאסטים ששווה להאזין

Όλα τα επεισόδια

1
From student to change-maker: Priya Naik's #StudyInTheUS Journey | Charcha-cast | Season 2 | Ep. 2 28:13

1
Charcha-cast | Season 2 | Ep. 1 | Dhruvil Sanghvi 32:25

1
Mapping The Journey of A Social Entrepreneur | Elsa D’Silva on Women’s Safety & Empowerment 33:21

1
Small Conservation Efforts = Big Impact | Environmentalists Asif & Saher Bhamla | Charcha-cast Ep 8 29:16

1
What do the youth in India want? | Yuvaa Co-founder Nikhil Taneja | Charcha-cast Ep. 7 48:11

1
LOVE | ACCEPTANCE | QUEER | PRIDE | Filmmaker Faraz Arif Ansari | Charcha-cast Ep. 6 38:22

1
Why are women dropping out of the workforce? | Anupama Kapoor | Charcha-cast Ep. 5 32:23

1
Rediscovering Indian Culture While Studying In The U.S. | Actor Ojas Rawal | Charcha-Cast - Ep. 4 37:18

1
How To Distinguish Fact From Fiction? | Fact-Check Expert Jency Jacob 33:07

1
Why Are Disabled People Infantilized? | Nidhi Goyal | Charcha-cast Ep. 2 32:58

1
Comedian Vir Das On Studying In The U.S. 32:33

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פודקאסטים ששווה להאזין

Charcha-cast

Charcha-cast

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