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01:28:28

#65 Prof. PEDRO DOMINGOS [Unplugged]

Note: there are no politics discussed in this show and please do not interpret this show as any kind of a political statement from us. We have decided not to discuss politics on MLST anymore due to its divisive nature. Patreon: https://www.patreon.com/mlst Discord: https://discord.gg/HNnAwSduud Pod: https://anchor.fm/machinelearningstreettalk/episodes/65-Prof–PEDRO-DOMINGOS-Unplugged-e1eu8pp [00:00:00] Intro [00:01:36] What we all need to understand […]
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55
09:10

Continuous control and Actor-Learner API (Reinforcement learning with TensorFlow Agents)

Wei Wei, a Developer Advocate for TensorFlow, discusses continuous and discrete control, and walks through how to use the Minitaur environment to train a 4-legged robot to walk with the Actor-Learner API. Resources: SAC minitaur with the Actor-Learner API Tutorial → https://goo.gle/3oAa9FF TF Agents SAC example → https://goo.gle/35OzF3u TF Agents distributed training → https://goo.gle/3rzYj06 TensorFlow […]
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10
03:18

SingularityNET: Dev Team on NTX Airdrop Portal | Ecosystem Roundup | Mid February 2022

Anand Rajamani, SingularityNET Lead Engineer of the Platform team, shares an overview of the SingularityNET airdrop portal. See the full February 2022 Ecosystem Roundup Blog for details: https://blog.singularitynet.io/singularitynet-latest-ecosystem-updates-february-2022-823262bc2052 SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the world’s global brain with a full-stack AI solution powered by a decentralized protocol. We […]
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16
51:10

SingularityNET: TechCircus 2022 – Marcello Mari, Transforming Finance Panel Discussion

SingularityDAO CEO Marcello Mari participates in a panel discussion at the Web 3.0 Conference hosted by @Tech Circus, January 26-27th 2022 discussing the the future of finance in the age of DeFi. https://www.techcircus.io/ https://www.web3conference.io/ Website: https://singularitydao.ai Blog: https://medium.com/singularitydao Discord: https://discord.gg/singularitydao Telegram Community: https://t.me/SingDAO —- SingularityNET is a decentralized marketplace for artificial intelligence. We aim to […]
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220
09:13

Reinforcement learning overview (Reinforcement learning with TensorFlow Agents)

Wei Wei, a Developer Advocate for TensorFlow, kicks off a new series on reinforcement learning where we explore how you can leverage TensorFlow Agents to build your own reinforcement learning agents. Wei explains how reinforcement learning can be used to train agents to make the best decisions when performing actions in environments to maximize rewards. […]
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5
31:23

SingularityNET: TechCircus 2022 – Dr. Deborah Duong, Blockchains for DAOs that make Products and Profits

Rejuve CTO Dr. Deborah Duong gives a talk at the Web 3.0 Conference hosted by @Tech Circus January 26-27th 2022 discussing progressive decentralization, making DAO’s a reality, and Rejuve NFTs! https://www.techcircus.io/ https://www.web3conference.io/ Rejuve is an AI-powered decentralized longevity research network. Website: https://rejuve.io/ Telegram: https://t.me/rejuvecommunity Twitter: https://twitter.com/rejuve_io Facebook: https://www.facebook.com/RejuveAI Linkedin: https://www.linkedin.com/company/rejuve-io/ —- SingularityNET is a decentralized […]
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96
08:56

Can Artificial Intelligence have Consciousness?

The big question of consciousness has recently been answered by the leading Artificial Intelligence Scientists in the world. So is Artificial Intelligence conscious? The answer may surprise you considering how similar artificial neural networks are to the human brain and the amazing new abilities Artificial General Intelligence gets every day of AI Research. Yann lecun […]
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15
08:40

SingularityNET: DEEP Funding | Ecosystem Roundup | Mid February 2022

Jan Horlings, SingularityNET VP of Product shares a first look into Deep Funding, which is about to be unleashed to the community. Get your proposals ready and stay tuned for more! See the full February 2022 Ecosystem Roundup Blog for details: https://blog.singularitynet.io/singularitynet-latest-ecosystem-updates-february-2022-823262bc2052 SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the […]
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96
51:48

#64 Prof. Gary Marcus 3.0 [Unplugged]

Patreon: https://www.patreon.com/mlst Discord: https://discord.gg/HNnAwSduud We have a chat with Prof. Gary Marcus about everything which is currently top of mind for him, consciousness [00:00:00] Gary intro [00:01:25] Slightly conscious [00:24:59] Abstract, compositional models [00:32:46] Spline theory of NNs [00:36:17] Self driving cars / algebraic reasoning [00:39:43] Extrapolation [00:44:15] Scaling laws [00:49:50] Maximum likelihood estimation Pod […]
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2
10:47

Recitation 0i | What to do if you're struggling

Carnegie Mellon University 11785 Introduction to Deep Learning | Spring 22 Slides link: https://drive.google.com/file/d/17o40LacH2ktTq8MtXGvMO-GSgRrj4Rql/view?usp=sharing Struggling with lectures/quizzes: 0:45 Struggling with HWs: 3:20 Overwhelmed in general: 7:39 YouTube Source for this AI Video
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31
07:08

Exploring the StyleGAN Latent Vector (7.3)

StyleGAN seeds, such as 3000, are only random number seeds used to generate much longer 512-length latent vectors, which create the GAN image. If you make a small change to the seed, for example, change 3000 to 3001, StyleGAN will create an entirely different picture. However, if you make a small change to a few […]
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6
43:25

SingularityNET: TechCircus 2022 – Greg Kuebler, W3 UX Dark Patterns – The devil is still in the details

Greg Kuebler, the SingularityNET Ecosystem Head of UX and Product Design, gives a talk at the Web 3.0 Conference hosted by @Tech Circus January 26-27th 2022 discussing the “Dark” design practices in the age of Web 3.0! https://www.techcircus.io/ https://www.web3conference.io/ —- SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the world’s global […]
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17
06:35

SingularityNET: AI-DSL | Ecosystem Roundup | Mid February 2022

Matthew Iklé, SingularityNET Chief AI Officer, shares an update on the progress on AI-DSL, as it enters phase 2. See the full February 2022 Ecosystem Roundup Blog for details: https://blog.singularitynet.io/singularitynet-latest-ecosystem-updates-february-2022-823262bc2052 SingularityNET is a decentralized marketplace for artificial intelligence. We aim to create the world’s global brain with a full-stack AI solution powered by a decentralized […]
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20
05:23

SingularityNET: NuNet Update | Ecosystem Roundup | Mid February 2022

CEO Dr. Kabir Veitas shares an update on everything NuNet in February 2022. See the full February 2022 Ecosystem Roundup Blog for details: https://blog.singularitynet.io/singularitynet-latest-ecosystem-updates-february-2022-823262bc2052 FOLLOW NUNET Join our Telegram Community: https://t.me/NuNet_Community Follow us on Twitter: https://twitter.com/nunet_global Like us on Facebook: https://www.facebook.com/NunetGlobal Check us out on Gitlab: https://gitlab.com/nunet Read the NuNet Blog: https://medium.com/nunet Subscribe to our […]
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51
01:51

Shapeshifting Robots for Space Exploration

ElectroVoxels are robotic cubes that can reconfigure using electromagnets. The cubes don’t need motors or propellant to move, and can operate in zero gravity. Read the technical paper at http://groups.csail.mit.edu/hcie/files/research-projects/ElectroVoxel/Nisser_ICRA_22_CamReady_0207.pdf YouTube Source for this AI Video
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148
35:32

Me, myself and AI – DeepMind: The Podcast (Season 2, Episode 7)

AI doesn’t just exist in the lab, it’s already solving a range of problems in the real world. In this episode, Hannah encounters a realistic recreation of her voice by WaveNet, the voice synthesising system that powers the Google Assistant and helps people with speech difficulties and illnesses regain their voices. Hannah also discovers how […]
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0
05:51

Recitation 0b | Fundamentals of Numpy – Combining Data (7/8)

Carnegie Mellon University 11785 Introduction to Deep Learning | Spring 22 Colab Notebook Link: https://colab.research.google.com/drive/1gu2wsByxcxjsnTjXjwQcq7sXFx9RtX5h?usp=sharing Topics covered: 1. Concatenation: 0:13 2. Stacking: 1:58 3. Repeat: 3:36 YouTube Source for this AI Video
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174
00:58

6 Python Tips in 60 seconds! #Shorts

6 Python tips in 60 seconds! Let’s do this! Get my Free NumPy Handbook: https://www.python-engineer.com/numpybook ✅ Write cleaner code with Sourcery, instant refactoring suggestions in VS Code & PyCharm: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer * ⭐ Join Our Discord : https://discord.gg/FHMg9tKFSN 📓 ML Notebooks available on Patreon: https://www.patreon.com/patrickloeber If you enjoyed this video, please subscribe to the channel: ▶️ […]
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50
09:35

Detect Facial Features for StyleGAN Cropping (9.4)

Did you know you can find your GAN Doppelganger in the latent vector space of NVIDIA StyleGAN2 ADA? I provide a Colab notebook that contains all that you need to create your own morph videos between any two photos of people’s faces. Notebook used in this video: https://github.com/jeffheaton/t81_558_deep_learning/blob/master/t81_558_class_09_4_facial_points.ipynb Follow Me/Subscribe: https://www.youtube.com/user/HeatonResearch https://github.com/jeffheaton Tweets by jeffheaton […]
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72
13:18

SingularityNET: SingularityDAO | Ecosystem Roundup | Mid February 2022

CEO Marcello Mari shares an update on everything SingularityDAO. See the full February 2022 Ecosystem Roundup Blog for details: https://blog.singularitynet.io/singularitynet-latest-ecosystem-updates-february-2022-823262bc2052 Please join us on Telegram and social media: https://t.me/SingularityDAO Tweets by SingularityDao https://facebook.com/SingularityDAO https://linkedin.com/company/SingularityDAO https://www.youtube.com/channel/UCuMyFDPebbrVKdRD2Nddnzw #DeFi meets Decentralized #AI – Smart Liquidity Across The Crypto Universe: https://www.singularitydao.ai #SingularityDAO #SDAO —- SingularityNET is a decentralized marketplace […]
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1
37:09

Startup to IPO: Using your money to support racial equality

Startup to IPO: Using your money to support racial equality Black founders receive less than 1% of VC funding in the US, and less than 0.24% in the UK. Why does this happen? Is it really a pipeline issue or is it down to the implicitly racist trope that black founders are generally unqualified relative […]