بهترین پادکست های Deep Learning (2023)

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Deep and Durable Learning

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Thinking Like a Historian and Loving It 53:25

7d ago53:25

53:25

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!توسط Mike Gray

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Deep and Durable Learning

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Don't Know Much About History 47:00

21d ago47:00

47:00

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 57:53

2M ago57:53

57:53

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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Deep and Durable Learning

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Transformed by the Third Rail 36:50

2M ago36:50

36:50

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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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Providing Greater Access to LLMs with Brandon Duderstadt, Co-Founder and CEO of Nomic AI 1:01:25

2M ago1:01:25

1:01:25

On this episode, we’re joined by Brandon Duderstadt, Co-Founder and CEO of Nomic AI. Both of Nomic AI’s products, Atlas and GPT4All, aim to improve the explainability and accessibility of AI. We discuss: - (0:55) What GPT4All is and its value proposition. - (6:56) The advantages of using smaller LLMs for specific tasks. - (9:42) Brandon’s thoughts …

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Deep and Durable Learning

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Content Delivery or Personal Transformation? 35:38

3M ago35:38

35:38

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.توسط Mike Gray

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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Exploring PyTorch and Open-Source Communities with Soumith Chintala, VP/Fellow of Meta, Co-Creator of PyTorch 1:08:35

3M ago1:08:35

1:08:35

On this episode, we’re joined by Soumith Chintala, VP/Fellow of Meta and Co-Creator of PyTorch. Soumith and his colleagues’ open-source framework impacted both the development process and the end-user experience of what would become PyTorch. We discuss: - The history of PyTorch’s development and TensorFlow’s impact on development decisions. - How a…

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Deep and Durable Learning

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Three Legs Morph Into Three Tracks 44:00

3M ago44:00

44:00

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.توسط Michael Gray

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Deep Learning Stories

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AI Research в генетике и биоинформатике с Ольгой Кардымон 1:26:04

3M ago1:26:04

1:26:04

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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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Advanced AI Accelerators and Processors with Andrew Feldman of Cerebras Systems 1:00:10

3M ago1:00:10

1:00:10

On this episode, we’re joined by Andrew Feldman, Founder and CEO of Cerebras Systems. Andrew and the Cerebras team are responsible for building the largest-ever computer chip and the fastest AI-specific processor in the industry. We discuss: - The advantages of using large chips for AI work. - Cerebras Systems’ process for building chips optimized …

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Deep and Durable Learning

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3 Musketeers Synthesize 3-legged Stool 38:34

3M ago38:34

38:34

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.توسط Mike Gray

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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Enabling LLM-Powered Applications with Harrison Chase of LangChain 51:54

4M ago51:54

51:54

On this episode, we’re joined by Harrison Chase, Co-Founder and CEO of LangChain. Harrison and his team at LangChain are on a mission to make the process of creating applications powered by LLMs as easy as possible. We discuss: - What LangChain is and examples of how it works. - Why LangChain has gained so much attention. - When LangChain started a…

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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Deploying Autonomous Mobile Robots with Jean Marc Alkazzi at idealworks 58:05

4M ago58:05

58:05

On this episode, we’re joined by Jean Marc Alkazzi, Applied AI at idealworks. Jean focuses his attention on applied AI, leveraging the use of autonomous mobile robots (AMRs) to improve efficiency within factories and more. We discuss: - Use cases for autonomous mobile robots (AMRs) and how to manage a fleet of them. - How AMRs interact with humans …

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Deep and Durable Learning

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Questioning Our Conclusions 23:25

5M ago23:25

23:25

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.توسط Michael Gray

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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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How EleutherAI Trains and Releases LLMs: Interview with Stella Biderman 57:16

5M ago57:16

57:16

On this episode, we’re joined by Stella Biderman, Executive Director at EleutherAI and Lead Scientist - Mathematician at Booz Allen Hamilton. EleutherAI is a grassroots collective that enables open-source AI research and focuses on the development and interpretability of large language models (LLMs). We discuss: - How EleutherAI got its start and w…

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Deep and Durable Learning

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Answering Questions by Asking Questions 28:15

5M ago28:15

28:15

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.توسط Michael Gray

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The Deep Learning Crowd

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Yonatan Geifman - Founder of Deci 30:08

5M ago30:08

30:08

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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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Scaling LLMs and Accelerating Adoption with Aidan Gomez at Cohere 51:31

5M ago51:31

51:31

On this episode, we’re joined by Aidan Gomez, Co-Founder and CEO at Cohere. Cohere develops and releases a range of innovative AI-powered tools and solutions for a variety of NLP use cases. We discuss: - What “attention” means in the context of ML. - Aidan’s role in the “Attention Is All You Need” paper. - What state-space models (SSMs) are, and ho…

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Deep and Durable Learning

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Formulating Compelling Questions in the Core 20:28

6M ago20:28

20:28

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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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Neural Network Pruning and Training with Jonathan Frankle at MosaicML 1:02:00

6M ago1:02:00

1:02:00

Jonathan Frankle, Chief Scientist at MosaicML and Assistant Professor of Computer Science at Harvard University, joins us on this episode. With comprehensive infrastructure and software tools, MosaicML aims to help businesses train complex machine-learning models using their own proprietary data. We discuss: - Details of Jonathan’s Ph.D. dissertati…

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Deep and Durable Learning

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Why Do You Ask? 26:31

6M ago26:31

26:31

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!توسط Michael Gray

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Deep and Durable Learning

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A Way of Thinking: Answers and Actions 21:55

7M ago21:55

21:55

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.توسط Michael Gray

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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Shreya Shankar — Operationalizing Machine Learning 54:38

7M ago54:38

54:38

About This Episode Shreya Shankar is a computer scientist, PhD student in databases at UC Berkeley, and co-author of "Operationalizing Machine Learning: An Interview Study", an ethnographic interview study with 18 machine learning engineers across a variety of industries on their experience deploying and maintaining ML pipelines in production. Shre…

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Deep and Durable Learning

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A Way of Thinking: Chewing on Questions 23:15

7M ago23:15

23:15

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 19:59

8M ago19:59

19:59

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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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Sarah Catanzaro — Remembering the Lessons of the Last AI Renaissance 1:16:24

8M ago1:16:24

1:16:24

Sarah Catanzaro is a General Partner at Amplify Partners, and one of the leading investors in AI and ML. Her investments include RunwayML, OctoML, and Gantry. Sarah and Lukas discuss lessons learned from the "AI renaissance" of the mid 2010s and compare the general perception of ML back then to now. Sarah also provides insights from her perspective…

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Deep and Durable Learning

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Generous Enlightening Conversations 31:21

8M ago31:21

31:21

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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Gradient Dissent: Exploring Machine Learning, AI, Deep Learning, Computer Vision

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Cristóbal Valenzuela — The Next Generation of Content Creation and AI 40:26

8M ago40:26

40:26

Cristóbal Valenzuela is co-founder and CEO of Runway ML, a startup that's building the future of AI-powered content creation tools. Runway's research areas include diffusion systems for image generation. Cris gives a demo of Runway's video editing platform. Then, he shares how his interest in combining technology with creativity led to Runway, and …

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