Лучшие подкасты про Deep Learning (2022)

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Deep and Durable Learning

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The 7 C's of Cognition: Achieving Coherence 28:56

19d ago28:56

28:56

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

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The Deep Learning Crowd

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Florian Scherl - Founder of FAST AI Movies 39:48

21d ago39:48

39:48

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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Deep and Durable Learning

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Let Me Sleep On It! 23:15

1M ago23:15

23:15

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.Michael Gray

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Deep and Durable Learning

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Constrained by Capacity 30:09

2M ago30:09

30:09

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.Michael Gray

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The Deep Learning Crowd

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Luisa Buinhas - Co-Founder of Vyoma 39:57

2M ago39:57

39:57

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 and Durable Learning

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Chunks: A Creative Cognitive Strategy 27:37

2M ago27:37

27:37

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.Michael Gray

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Deep and Durable Learning

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Forgetting is Fortunate 34:39

3M ago34:39

34:39

The brain ruthlessly discards information, but relentless forgetting allows us to remain flexible as learners.Michael Gray

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Deep and Durable Learning

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Patterns of Patterns 30:17

3M ago30:17

30:17

New concepts don’t float around but are logically negotiated into an appropriate place in our mental framework of concepts.Michael Gray

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Deep and Durable Learning

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Constructing Concepts 35:17

3M ago35:17

35:17

The process of concept (idea) formation in the brain is the universal mechanism for learning with understanding.Michael Gray

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Deep and Durable Learning

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Curiosity Fuels Learning 30:53

4M ago30:53

30:53

Curiosity is essential and is the foundation of learning.

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The Deep Learning Crowd

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Firas Lethaus - Co-Founder of Volkswagen AI Team & Head of Deep Learning 29:55

4M ago29:55

29:55

Firas is the Co-Founder of Volkswagens AG AI Team and Head of Deep Learning at the Expert Centre in Munich. A gentlemen who has dedicated his life to Data and AI. Firas has worked for multiple big players in the industry such as Audi, DLR & now Volkswagen. Today we get to learn from Firas's perspective on the current state of AI, effectively buildi…

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Deep and Durable Learning

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How The Human Brain Learns 25:57

4M ago25:57

25:57

Knowledge of the human brain enables us to optimize learning. Exploring the 7 C's of Cognition.

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The Deep Learning Crowd

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Alexey Grigorev - Principle Data Scientist & Founder of DataTalks.Club 44:47

5M ago44:47

44:47

Alexey Grigorev is a Principle Data Scientist at OLX Group and founder of DataTalks.Club with the vision to be the go to community for everything data. Alexey is a true expert and today he channels his knowledge into topics around the booming area of MLOps. Alexey shares advice for young and aspiring Data Scientists and we will also find out what h…

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Deep and Durable Learning

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Who Needs Experts? 35:27

6M ago35:27

35:27

There is currently a mood of dismissal and even denigration of experts. "Strongly held opinions should be granted the status of facts," say some laypeople. This episode explains why learning requires transformative expertise outside oneself.Mike Gray

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The Deep Learning Crowd

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The Deep Learning Crowd - Ritesh Kanjee - CEO & Founder - Augmented Startups 52:30

6M ago52:30

52:30

Ritesh Kanjee is a computer vision expert who has channelled his skillset into training and mentoring which led him to create Augmented Startups. Ritesh prides himself in being a Computer Vision and AI content creator and has amassed nearly 100,000 subscribers on YouTube. His company, Augmented Startups are at the forefront of Artificial Intelligen…

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Deep and Durable Learning

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Memorizing Irrelevant Stuff 35:18

6M ago35:18

35:18

Educational curricula are obsessed with information. Rigor means more information is covered. Learn how to overcome the systemic prioritization of information over real knowing.Mike Gray

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Deep and Durable Learning

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Coming out of the Fog: Epistemology Part 2 26:23

7M ago26:23

26:23

Knowledge requires a human knower. A person can be said to know something when they believe it to be true and they can justify that belief using reason and evidence.Mike Gray

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Deep and Durable Learning

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Confusion Says: Epistemology Part 1 25:37

7M ago25:37

25:37

Information and Knowledge are not the same thing. Learning is much more than collecting information! Join me as we explore how data is used to create information and information is used by human knowers to create knowledge.Mike Gray

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The Deep Learning Crowd

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The Deep Learning Crowd - Nikolaas Steenbergen - Co-founder - 030Solutions. 34:47

8M ago34:47

34:47

In todays episode I will be speaking with Nikolaas Steenbergen, Co-Founder of 030Solutions. A brand new start-up based in Berlin which uses laser and image data from mobile mapping vehicles or drones, using a smart AI software to survey, record and analyze data for mapping distributed infrastructure such as electricity distribution networks. Nikola…

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Deep and Durable Learning

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The Dark Side of Information 31:16

8M ago31:16

31:16

Information is readily available, but so is misinformation. Don't believe everything you see on your screen. Actively resist your native confirmation bias that shops for prepackaged opinions that square with your preconceptions/tribe. Learning requires intellectual humility that assumes a willingness to be taught.…

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The Deep Learning Crowd

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The Deep Learning Crowd - Leon Szeli - Co-Founder & CEO - Presize 40:58

8M ago40:58

40:58

In this episode I will be speaking with Leon Szeli, CEO and Co-Founder of Presize, an exciting Start-up in Munich which has already created huge waves in the eCommerce and AI world. I will be getting to know Leon and how his progressed so quickly but effectively in the last 2 years. We will be covering his unique product in the field of computer vi…

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The Deep Learning Crowd

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The Deep Learning Crowd – Dr. Holger Bartel – CEO & Founder 39:38

8M ago39:38

39:38

I am very excited to announce the 1st episode of The Deep Learning Crowd Podcast - where I speak to Dr. Holger Bartel, CEO & Founder of RealRate In this episode, we get to know Holger and what RealRate do in the world of AI. We break down XAI and the concerns we are facing, also understanding Hybrid AI and the importance of it. Lastly we dive into …

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Deep and Durable Learning

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Introduction to Deep and Durable Learning 26:02

10M ago26:02

26:02

Mike Gray

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Deep Learning Chloe Robotics

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Inherently Valuable: My elevator pitch for Andrew Yang 4:35

3y ago4:35

4:35

Here is give a 4 min summary of Andrew Yang and why his ideas are correct--- Support this podcast: https://anchor.fm/ChloeRobotics/support

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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13 - Deep Learning 2018 1:25:13

4y ago1:25:13

1:25:13

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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12 - Deep Learning 2018 1:18:55

4y ago1:18:55

1:18:55

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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11 - Deep Learning 2018 1:14:26

4y ago1:14:26

1:14:26

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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10 - Deep Learning 2018 1:11:28

4y ago1:11:28

1:11:28

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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9 - Deep Learning 2018 1:12:51

4y ago1:12:51

1:12:51

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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8 - Deep Learning 2018 55:50

4y ago55:50

55:50

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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7 - Deep Learning 2018 1:07:27

4y ago1:07:27

1:07:27

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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6 - Deep Learning 2018 56:56

4y ago56:56

56:56

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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5 - Deep Learning 2018 1:04:36

4y ago1:04:36

1:04:36

M. Sc. Katharina Breininger

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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4 - Deep Learning 2018 1:19:17

4y ago1:19:17

1:19:17

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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3 - Deep Learning 2018 1:07:21

4y ago1:07:21

1:07:21

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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2 - Deep Learning 2018 1:28:39

4y ago1:28:39

1:28:39

Prof. Dr. Andreas Maier

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Deep Learning 2018 (QHD 1920 - Video & Folien)

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1 - Deep Learning 2018 1:33:16

4y ago1:33:16

1:33:16

Tobias Würfl

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Deep Learning: Zero to One

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Art Generation - Facebook AI Research, Google DeepDream, and Ruder's Style Transfer for Video - Deep Learning: Zero to One 7:49

5y ago7:49

7:49

Justin Johnson, now at Facebook, wrote the original Torch implementation of the Gatys 2015 paper, which combines the content of one image and the style of another image using convolutional neural networks. Manuel Ruder’s newer 2016 paper transfers the style of one image to a whole video sequence, and it uses a computer vision technique called optic…

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Deep Learning: Zero to One

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Music Generation - Google Magenta Best Demo NIPS 2016 LSTM RNN - Deep Learning: Zero to One 8:29

5y ago8:29

8:29

I talk through generating 10 melodies, two of which I play at the conclusion using a model trained on thousands of midi examples contained in a .mag Magenta file bundle. I used the Biaxial RNN (https://github.com/hexahedria/biaxial-rnn-music-composition) by a student named Daniel Johnson and the Basic RNN (https://github.com/tensorflow/magenta/tree…

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Deep Learning: Zero to One

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Image Generation - Google DeepMind paper with TensorFlow - Deep Learning: Zero to One 5:01

5y ago5:01

5:01

I talk through generating an image of IRS tax return characters using a model trained on the IRS tax return dataset - NMIST. The authors trained for 70 hours on 32 GPUs. I used unconditioned image generation to create an image in 6 hours on my MacBook Pro CPU. I used the TensorFlow implementation of Conditional Image Generation with PixelCNN Decode…

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