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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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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…
Great Expectations by Charles Dickens
وسم كل الحلقات كغير/(كـ)مشغلة
Manage series 1013531
المحتوى المقدم من Loyal Books. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Loyal Books أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
From the opening passage itself of Great Expectations by Charles Dickens, the reader is drawn into the world of the hero, Pip, who is at that time, seven years old. The author creates an unforgettable atmosphere: the gloom of the graveyard, the melancholy of the orphan boy, the mists rising over the marshes and the terrifying appearance of an escaped convict in chains. Told in first person (one of the only two books that Dickens used this form for, the other being David Copperfield) Great Expectations is a classic coming of age novel, in which we trace the growth and evolution of Pip or Philip Pirrip to give his full name. Pip has lost his parents very early in life and is being brought up by his much older sister and brother-in-law Joe Gargery. His sister is a dominating and shrewish woman, while Joe is an affectionate man. Joe's uncle Mr Pumblechook (another of Dickens' delightfully evocative names) asks Joe to send Pip to the stately mansion Statis House ostensibly to play with the owner Miss Havisham's adopted daughter Estella. This marks the beginning of a life-changing experience for Pip. Miss Havisham is a wealthy eccentric whose twisted agenda is that of taking revenge on the man who jilted her at the altar. Pip is unwittingly drawn into her malevolent schemes. When Pip grows older, Miss Havisham's lawyer Mr Jaggers informs Pip that he has come into a large fortune from an unknown benefactor and that he must move to London and learn to become a “gentleman.” What follows is a strange and labyrinthine tale of Pip's journey into adulthood. Dickens' wonderful gift for characterization peoples the book with a host of memorable characters and sub-plots. The novel also explores the fears and anxieties of childhood and traces Pip's moral and emotional development and his ambitions as he matures. Estella as the warped creation of a vengeful mind has her own route to traverse. Great Expectations finds Charles Dickens at the peak of his creative powers. The Victorian preoccupation with wealth and social ambition, personal ambition, class distinctions, crime and punishment and how they looked at education and self improvement as a means to rise in society are all vividly portrayed here. There are some delightfully humorous passages throughout the book which add to its flavor and authenticity. As with most of Dickens' work, this is a book to be savored by young and old alike and preferably to be read aloud, as Dickens himself did in his wildly popular public readings.
…
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59 حلقات
وسم كل الحلقات كغير/(كـ)مشغلة
Manage series 1013531
المحتوى المقدم من Loyal Books. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Loyal Books أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
From the opening passage itself of Great Expectations by Charles Dickens, the reader is drawn into the world of the hero, Pip, who is at that time, seven years old. The author creates an unforgettable atmosphere: the gloom of the graveyard, the melancholy of the orphan boy, the mists rising over the marshes and the terrifying appearance of an escaped convict in chains. Told in first person (one of the only two books that Dickens used this form for, the other being David Copperfield) Great Expectations is a classic coming of age novel, in which we trace the growth and evolution of Pip or Philip Pirrip to give his full name. Pip has lost his parents very early in life and is being brought up by his much older sister and brother-in-law Joe Gargery. His sister is a dominating and shrewish woman, while Joe is an affectionate man. Joe's uncle Mr Pumblechook (another of Dickens' delightfully evocative names) asks Joe to send Pip to the stately mansion Statis House ostensibly to play with the owner Miss Havisham's adopted daughter Estella. This marks the beginning of a life-changing experience for Pip. Miss Havisham is a wealthy eccentric whose twisted agenda is that of taking revenge on the man who jilted her at the altar. Pip is unwittingly drawn into her malevolent schemes. When Pip grows older, Miss Havisham's lawyer Mr Jaggers informs Pip that he has come into a large fortune from an unknown benefactor and that he must move to London and learn to become a “gentleman.” What follows is a strange and labyrinthine tale of Pip's journey into adulthood. Dickens' wonderful gift for characterization peoples the book with a host of memorable characters and sub-plots. The novel also explores the fears and anxieties of childhood and traces Pip's moral and emotional development and his ambitions as he matures. Estella as the warped creation of a vengeful mind has her own route to traverse. Great Expectations finds Charles Dickens at the peak of his creative powers. The Victorian preoccupation with wealth and social ambition, personal ambition, class distinctions, crime and punishment and how they looked at education and self improvement as a means to rise in society are all vividly portrayed here. There are some delightfully humorous passages throughout the book which add to its flavor and authenticity. As with most of Dickens' work, this is a book to be savored by young and old alike and preferably to be read aloud, as Dickens himself did in his wildly popular public readings.
…
continue reading
59 حلقات
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More great books at LoyalBooks.com
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More great books at LoyalBooks.com
More great books at LoyalBooks.com
More great books at LoyalBooks.com
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