Hearted Youtube comments on Lex Fridman (@lexfridman) channel.

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  4. 0:00 Introduction by Prof. Lex 1:04 Fundamental nature of reality : Does god play dice ? (Refers Albert Einstein) 1:54 Philosophy of science : Instrumentalism and Realism 4:08 The unreasonable effectiveness of mathematics [1][2] 6:08 Math and simple underlying principles of reality 7:26 Human intuition and ingenuity 8:56 Role of imagination (Refers Einstein's special relativity) 10:00 Do we/ will have tools to describe the process of learning mathematically ? (Refers Hook's Microscope) [3][4][5] 12:16 From a Mathematical point of view : What is a great Teacher ? 13:48 Mechanism in Learning and Essence of Duck (Bumper sticker material. Quack Quack !!) 16:58 How far are we from integrating the predicates ? (Refer the duck content to understand this question) 18:17 Admissible Set of Functions and Predicates (Talks about VC Theory [6]) 23:01 What do you think about deep learning ? (Mentions Churchill's book "The Second World War" [7], Shallow Learning [8]) 27:57 Alpha Go and Effectiveness of Neural Networks [9] 30:46 Human Intelligence and Alan Turing 33:34 Big-O Complexity and Worst Case Analysis 38:49 Opinion of how AI is considered as coding to imitate a human being 39:44 Learning and intelligence 42:09 Interesting problems on Statistical Learning (Mentions Digit Recognition problem and importance of intelligence) 48:48 Poetry, Philosophy and Mathematics 50:40 Happiest Moment as a Researcher References : [1] Wigner, Eugene P. "The unreasonable effectiveness of mathematics in the natural sciences." In Mathematics and Science, pp. 291-306. 1990. [2] http://www.hep.upenn.edu/~johnda/Papers/wignerUnreasonableEffectiveness.pdf [3] https://youtu.be/2gtrkxtsQ2k [4] https://books.google.com/books?hl=en&lr=&id=ISP_gRwuz94C&oi=fnd&pg=PR1&dq=Micrographia+hook&ots=LF1VWdxjQg&sig=Qca7QzxkynZXc4AGy0YldNdQP_k [5] Hook, Robert. "Micrographia: Or Some Physiological Descriptions of Minute Bodies Made by Magnifying Glasses with Observation and Inquiries Thereupon." Royal Society: London, UK 1665. [6] https://www.cs.cmu.edu/~bapoczos/Classes/ML10715_2015Fall/slides/VCdimension.pdf [7] https://www.goodreads.com/book/show/25587.The_Second_World_War [8] https://files.meetup.com/18405165/DLmeetup.pdf [9] https://www.imdb.com/title/tt6700846/
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