Most learning is superficial and fades quickly. This podcast will equip you to move to learning that is durable because it is deep. Deep learning lasts because it respects the way the brain works. Inquiring minds want to know "how" and "why"—not just what!
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Гости подкаста — специалисты в разных сферах AI. С ними мы обсуждаем профессию AI Researcher, карьерный рост и собеседования, а также исследования в разных областях, от фундаментального AI до медицины и квантовых компьютеров.
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Long-form technical deep dives with Andrej Karpathy and Justin Johnson
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Welcome to The Deep Learning Crowd Podcast. We talk about individual journey's in the world of AI and discuss topics around Deep Learning. We discover first hand from our guests about some of the most interesting applications their companies are using right now.
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Find me on Github/Twitter/Kaggle @SamDeepLearning. Find me on LinkedIn @SamPutnam. This Podcast is supported by Enterprise Deep Learning | Cambridge/Boston | New York City | Hanover, NH | http://www.EnterpriseDeepLearning.com. Contact: Sam@EDeepLearning.com, 802-299-1240, P.O. Box 863, Hanover, NH, USA, 03755. We move deep learning to production. I teach the worldwide Deploying Deep Learning Masterclass at http://www.DeepLearningConf.com in NYC regularly and am a Deep Learning Consultant ser ...
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Most AI research today is done by elite universities and corporate labs. The pursuit of science and creativity should be a viable project for any person, from any walk of life, who is excited by that feeling of mystery and building something that grows. chloe is an end to end neural network chatbot written in PyTorch based on the transformer. Accomplishing goals through conversation is a task we can relate to, chatbots are an ideal agent through which to connect new research to our current u ...
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Success in business comes through embracing "a way of thinking" that seeks to answer compelling questions using a complex interdisciplinary set of concepts. Students can be taught this mindset in the classroom through a query-focused approach.Av Mike Gray
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Sam Saldivar grew up in a migrant farm worker's large family but went on an educational journey leading to a PhD in Old Testament. Now an professor, his Bible classes aim for deep and durable understanding and not mere memorization.Av Mike Gray
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Deep and Durable Learning


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Your Freedom Ends Where Your Neighbor's Nose Begins
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Harmonizing personal freedom and the biblical law of love through the discipline of public health.Av Mike Gray
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Deep and Durable Learning


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Transforming Your Health and Extending Your Life
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Public health has extended life spans in the U.S. by 30 years over the past 125 years through things like clean water and childhood vaccines. We'll explore the transformative effects of this little known discipline.Av Mike Gray
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Deep and Durable Learning


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Thinking Like a Historian and Loving It
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History is misunderstood and often maligned by outsiders as trivia collection. Learn what motivates historians and how the questions they seek to answer lead to cause-effect explanations that satisfy our curiosity. Yes, really!Av Mike Gray
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History seems to be something you either love or hate with almost no middle ground. Names, dates, events—trivial pursuit. Is that your view of history? What if history is really the assembly of facts into a compelling narrative? Our minds love stories! Join historian Brenda Schoolfield as she narrates her journey to a pedagogy that engages students…
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Deep Learning Stories


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Векторные базы данных и стартап с Андреем Васнецовым
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Гость выпуска — Андрей Васнецов — основатель & CTO Qdrant — стартапа, который разрабатывает векторную базу данных. С Андреем обсудили: - Что такое векторные базы данных и где они применяются; - Как векторные базы данных можно использовать в ChatGPT; - В чем сложность реализации векторных баз данных; - Путь Андрея в создании стартапа Ссылки: Таймкод…
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Pedagogy is often viewed as a personal choice and untouchable—a kind of third rail. The SITS model aims to transform faculty into clear incisive thinkers who embrace transformed pedagogy in order to optimize deep learning in their students. This episode is an interview with the Track 2 faculty cohort in the Summer Institute in Teaching Science 2023…
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Deep and Durable Learning


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Content Delivery or Personal Transformation?
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The 3-legged stool is the compact embodiment of a comprehensive model of teaching and learning. In this episode we explore the development of clear thinking teachers through an interview with Dr. Timothy Tittiris, a participant in Track 1 of the Summer Institute in Teaching Science 2023.Av Mike Gray
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The 3-legged stool view of teaching and learning has become three intensive summers of faculty development in the Summer Institute in Teaching Science (SITS) at Bob Jones University.Av Michael Gray
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Deep Learning Stories


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AI Research в генетике и биоинформатике с Ольгой Кардымон
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Гость выпуска — Ольга Кардымон, научный сотрудник и руководитель группы «Биоинформатика» Института искусственного интеллекта AIRI С Ольгой обсудили: - Путь Ольги в науке: из чистой биологии до AI; - Языковые модели в работе с ДНК и белками. Почему NLP вообще подходит для изучения ДНК и белков и зачем нужна языковая модель ДНК; - Последние достижени…
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Deep and Durable Learning


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3 Musketeers Synthesize 3-legged Stool
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Three university faculty began a quest to reform teaching and learning at their institution. The result was a three-legged stool which has proven to be a powerful tool in faculty and curriculum development at all educational levels.Av Mike Gray
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Answering a question isn’t complete until there is a thorough questioning of the near-term implications and the long-term consequences. Deep understanding requires cognitive harmony between explanations, answers, implications, and consequences.Av Michael Gray
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Deep and Durable Learning


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Answering Questions by Asking Questions
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The most powerful strategy for answering questions is asking questions. This query approach especially probes assumptions, ideas, and the relevant fact base. It sharpens thinking considerably and moves us toward deep understanding because we’ve come to know what our answer is based on.Av Michael Gray
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Yonatan is the CEO & Co-Founder of Deci AI, a deep-learning accelerator platform for developers to build, optimize, and deploy ultra-fast models on any hardware. Yonatan has been the face of Deci and is bringing together the brightest minds around the world to build a revolutionary platform for deep learning. In our chat today we talk about Yonatan…
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Deep and Durable Learning


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Formulating Compelling Questions in the Core
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Nothing is more fundamental to deep and durable learning than compelling questions. In this episode I’ll show you how to use point of view and a recognition of your motive—what you are trying to accomplish with your thinking—to craft big questions. The best questions are a quest for principles which unlock our understanding and give us the power to…
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Questions are the engines that drive thinking. The better the question the deeper the resultant learning because you really care about unearthing the answer. Exploration through questioning is native learning mode—just remember your 4-year-old self—and you can go back!Av Michael Gray
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Deep and Durable Learning


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A Way of Thinking: Answers and Actions
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Real thinking involves chewing on a compelling question. Powerful answers invoke cause and effect. Those answers have immediate implications as well as long-term consequences and both of those lead to actions.Av Michael Gray
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Deep and Durable Learning


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A Way of Thinking: Chewing on Questions
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Thinking is driven by questions. Questions are answered through the interaction of necessary assumptions, a fact base to which thinking is accountable, and—most of all—a conceptual framework. Conceptual frameworks harness the power of patterns to look for parallels that leverage past learning to solve present problems.…
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Deep and Durable Learning


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A Way of Thinking: Perspective Produces Questions
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Every area of human endeavor is an outworking of a way of thinking. We all default to a particular way of thinking, usually without recognizing it. This episode is designed to help you be intentional about where your conclusions are coming from. The core of your thinking is the combination of point-of-view, motivation (what you are trying to accomp…
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Great conversations are driven by empathetic listening that results in good questions. Good questions encourage the other person to open up and share. Good questions give the questioner an opportunity to learn from another person’s life experience. In this episode my guest, Laura from Asia, characterizes being a good questioner as showing hospitali…
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Principles are the power tools of thinking. Learn how to construct principles that satisfy your need for things to make sense. When something makes sense, you won’t have to struggle to remember it or to use it in problem-solving.Av Michael Gray
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Patterns don’t simply emerge on their own. They are the fruit of “creative scrabbling” through Subsidiary-Focal Integration (SFI). This episode will operationalize SFI.Av Michael Gray
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Deep Learning Stories


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Математика и теория в Deep Learning с Александром Петюшко
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Гость выпуска — Александр Петюшко, Technical Lead Manager в компании Nuro. Александр также был гостем самого первого выпуска нашего подкаста, где мы говорили с ним о собеседованиях в AI Research =) О чем говорили с Александром в этот раз: - нужна ли математика в ML/DL; - математика и теория ML/DL — одно и то же или нет? - где конкретно математика н…
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"Creativity is just connecting things" was Steve Jobs summary. Learn how to create transformative patterns through connecting concepts.Av Michael Gray
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Finding a pattern in a collection of specifics through induction is the essence of the transformative insight that we call the "aha" moment. Learn how to increase the frequency and wattage of your lightbulb moments.Av Michael Gray
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Pattern-recognition is the most extraordinary capability of the human brain. We use induction to formulate these regularities as our concept categories. This episode will demystify inductive reasoning to enable better thinking.Av MICHAEL GRAY
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Deep Learning Stories


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AI в сейсмологии с Артемием Новоселовым
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Гость выпуска — Артемий Новоселов, постдок рисерчер в Stanford University и автор канала NN for Science. В Стенфорде Артемий занимается ML в сейсмологии. Обсудили с Артемием: - путь Артемия в рисерче: как добраться до Стенфорда; - что такое землетрясения и какими методами их пытаются предсказывать; - AI в сейсмологии: как применяется сейчас, какие …
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Deep and Durable Learning


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Childhood Amnesia Points the Way to Durable Learning
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The inability to remember much of anything before our third year of life shows us what must happen to enable lasting learning as adults.Av Michael Gray
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Deep and Durable Learning


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Developing Learner's Mind: Embracing "Puzzler's Mind"
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The purpose of exploration is to shake things up—to encounter new ideas which may initially be puzzling but which may hold the key to answering the compelling questions you care about.Av Michael Gray
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Deep and Durable Learning


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Developing Learner's Mind: Focused Exploration
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Focused exploration is the third disposition of Learner's Mind. Exploration need not be time inefficient. We explore the story of Watson and Crick in their pursuit of the structure of DNA. This is an example of the power of exploration to quickly solve a problem that appeared insoluble.Av Michael Gray
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Deep and Durable Learning


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Developing Learner's Mind: Purposeful Persistent Perception
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Developing Learner's Mind requires an openness to and a curiosity about the world around you. Curiosity is manifested by a willingness to pay attention to what exploration uncovers followed by the cultivation of perception through which you really start to listen.Av Michael Gray
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Deep and Durable Learning


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Developing Learner's Mind: Cultivating Attention
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Learner's mind begins with curiosity and curiosity begins with paying attention to the world around you. Paying attention broadens options and leads to better conclusions. Learn how to cultivate attention.Av Michael Gray
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Deep Learning Stories


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Тренды в AI, NLP и проект DeepPavlov с Михаилом Бурцевым
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Гость эпизода — Михаил Бурцев, директор по фундаментальным исследованиям Института искусственного интеллекта AIRI, руководитель проекта DeepPavlov. Мы поговорили с Михаилом о трендах в современном искусственном интеллекте, о проблемах больших моделей и о том, как ИИ изменит рынок труда. Также порасспрашивали Михаила о проекте DeepPavlop и о планах …
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Caring about students means prioritizing their needs as learners. This includes centering courses on a manageable number of core concepts as well as considering prior knowledge and what role the course will play in their future learning. Students need to participate actively without fear that their contributions will cause them to be judged.…
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Adam is the CEO of KONUX, a leading German AI scale-up that is transforming railway operations for a sustainable future. Adam joined KONUX as CEO to help continue their success and help elevate them to a new level. As a company, they focus heavily on AI and IoT and have raised hundreds of millions. In our chat today we talk about Adams's background…
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Deep and Durable Learning


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Wrestling with Rusting: Rooting Courses in a Compelling Question
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Great courses are designed to engage the curiosity of students. In this episode Dr. David Gardenghi explains how he roots his chemistry for engineers course in the central engineering problem of corrosion.Av Michael Gray, David Gardenghi
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Dr. Amy Tuck teaches the functioning of the human immune system through a logically connected narrative. Immunity is due to an intricately interconnected multilevel system designed to assure our survival in a hostile world. Listen as Dr. Tuck shares her strategy for creating deep and durable learning that answers real life application questions.…
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Deep and Durable Learning


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Transforming Teachers to Transform Learning
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The Summer Institute in Teaching Science (SITS) is a four summer program of ten weeks per summer. The aim of SITS is to transform discipline-specific knowledge experts into effective teachers who are able to take their knowledge apart to create an optimal path for learning. In this episode recent SITS graduate, Dr. David McKinney, reflects on his p…
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Deep and Durable Learning


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The 7 C's of Cognition: Achieving Coherence
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The 7C's of Cognition: Curiosity, Conceptualization, Connectivity, Constrained Capacity, Chunking, Consolidation, and Creativity. Creating Coherence.Av Michael Gray
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The Deep Learning Crowd

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Florian Scherl - Founder of FAST AI Movies
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Florian is an 18-year-old entrepreneur and founder of Fast AI Movies. Despite Florian's age, he is advancing very fast in AI and business. At 13 years old he taught himself programming and then AI. In our chat today we talk about Florian's unique journey into his passion for AI. We were able to really discover the mindset of a young entrepreneur an…
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Your brain is never off duty. While your body sleeps your brain actively and purposefully retrieves prior knowledge to sharpen it and harmonize it with new learning through the process of consolidation.Av Michael Gray
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Learning is sabotaged when the cognitive load of the task is too high as well as when it is too low. Learn how to optimize cognitive load.Av Michael Gray
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Luisa is the Co-Founder & Space Systems Engineer for the start up Vyoma in Munich. Luisa has plans to build and operate an innovative, satellite-based observation system for space debris with the power of AI. In our chat today we discover their journey so far and the unique drive of an employee first business model. We talk computer vision and mach…
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Deep Learning Stories


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Профессия AI Researcher с Глебом Гусевым
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Гость выпуска — Глеб Гусев, ведущий исследователь Института искусственного интеллекта (AIRI). О чем говорили с Глебом: - что такое профессия AI Researcher и какова жизнь исследователя; - что нужно, чтобы стать исследователем; - о роли AI research в бизнесе и кому вообще нужны исследования в сфере AI; - о том, как написать хорошую исследовательскую …
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Chunking removes the obstacle of our extremely limited working memory by leveraging the hard-wired pattern making of the brain to create networks of powerful, logically-linked concepts.Av Michael Gray
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The brain ruthlessly discards information, but relentless forgetting allows us to remain flexible as learners.Av Michael Gray
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New concepts don’t float around but are logically negotiated into an appropriate place in our mental framework of concepts.Av Michael Gray
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The process of concept (idea) formation in the brain is the universal mechanism for learning with understanding.Av Michael Gray
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Curiosity is essential and is the foundation of learning.
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