Deep learning software applications

Gato (DeepMind)

Gato is a deep neural network for a range of complex tasks that exhibits multimodality. It can perform tasks such as engaging in a dialogue, playing video games, controlling a robot arm to stack blocks, and more. It was created by researchers at London-based AI firm DeepMind. It is a transformer, like GPT-3. According to MIT Technology Review, the system "learns multiple different tasks at the same time, which means it can switch between them without having to forget one skill before learning another" whereas "[t]he AI systems of today are called “narrow,” meaning they can only do a specific, restricted set of tasks such as generate text", and according to The Independent, it is a "'generalist agent' that can carry out a huge range of complex tasks, from stacking blocks to writing poetry". The technology has been described as "general purpose" artificial intelligence and a "step toward" artificial general intelligence. (Wikipedia).

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Welcome to DeepMind: Embarking on one of the greatest adventures in scientific history

At DeepMind, we’re embarking on one of the greatest adventures in scientific history. Our mission is to solve intelligence, to advance science and benefit humanity. To make this possible, we bring together scientists, designers, engineers, ethicists, and more, to research and build safe

From playlist Life at DeepMind

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Inside DeepMind

The quest for artificial intelligence starts with Space Invaders. Researchers have created a new agent, capable of learning to play dozens of computer games from only minimal information. The work comes from inside the offices of mysterious Google-owned company DeepMind. Nature Video gets

From playlist Technology

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Coinbase's Trading Platform | Previously known as GDAX

Coinbase is a financial services company that offers Bitcoin, Litecoin and Ethereum trading. Offerings similar to offings online stock brokers like Interactive brokers, TD Ameritrade and Scottrade only for cryptocurrencies. Referenced links: https://www.gdax.com/ https://en.wikipedia.or

From playlist Trading - Advanced Order Types with Coinbase

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A Generalist Agent (Gato) - DeepMind's single model learns 600 tasks

Could you train one machine learning model to learn hundreds of tasks spanning text, computer vision, and playing videogames and controlling robots? In this video we go over DeepMind’s GATO that does this with a model that is simpler and smaller than you may think. It’s a GPT-like model th

From playlist Language AI & NLP

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Oriol Vinyals: Deep Learning and Artificial General Intelligence | Lex Fridman Podcast #306

Oriol Vinyals is the Research Director and Deep Learning Lead at DeepMind. Please support this podcast by checking out our sponsors: - Shopify: https://shopify.com/lex to get 14-day free trial - Weights & Biases: https://lexfridman.com/wnb - Magic Spoon: https://magicspoon.com/lex and use

From playlist Talks

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Experience Grounds Language: Improving language models beyond the world of text

Now that language models have been trained on massive internet-scale text data, where are future improvements going to come from? Jay goes over the "Experience Grounds Language" paper which describes five "World Scopes" for learning language -- including multimodality (e.g. training on ima

From playlist Language AI & NLP

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DeepMind Takes A Step Towards General AI! 🤖

❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers 📝 The paper "A Generalist Agent (DeepMind Gato)" is available here: https://www.deepmind.com/publications/a-generalist-agent ❤️ Watch these videos in early access on our Patreon page or join us here

From playlist AI and Deep Learning - Two Minute Papers

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Coinbase Pro - GDAX | Trading Interface Overview

GDAX is a fully featured trading platform for Bitcoin, Litecoin and Ethereum. GDAX is a sophisticated tool while Coinbase focuses on ease of use. The GDAX experience is like using a brokerage account while Coinbase is more like using a bank account. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome t

From playlist Trading - Advanced Order Types with Coinbase

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How DeepMind Conquered Go With Deep Learning (AlphaGo) | Two Minute Papers #42

This time around, Google DeepMind embarked on a journey to write an algorithm that plays Go. Go is an ancient chinese board game where the opposing players try to capture each other's stones on the board. Behind the veil of this deceptively simple ruleset, lies an enormous layer of depth a

From playlist AI and Deep Learning - Two Minute Papers

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Demis Hassabis: DeepMind - AI, Superintelligence & the Future of Humanity | Lex Fridman Podcast #299

Demis Hassabis is the CEO and co-founder of DeepMind. Please support this podcast by checking out our sponsors: - Mailgun: https://lexfridman.com/mailgun - InsideTracker: https://insidetracker.com/lex to get 20% off - Onnit: https://lexfridman.com/onnit to get up to 10% off - Indeed: https

From playlist Talks

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DeepMind: The Podcast (S1 trailer)

Selected as “New and Noteworthy” by Apple Podcasts, the highly-praised, award-nominated first season of "DeepMind: The Podcast" explores the fascinating world of artificial intelligence (AI). Join mathematician and broadcaster Hannah Fry as she meets world-class scientists and thinkers as

From playlist DeepMind: The Podcast - Seasons 1 & 2

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AI Safety - Elliot Catt on Mathematical approaches to AGI Safety

The AI Safety seminar hosts weekly discussions of readings on technical and philosophical topics in AI safety. This week Elliot Catt joins us from DeepMind, to give an introduction to the role of mathematics in AGI Safety. He covers the following approaches to safety: - Universal AI and A

From playlist AI Safety seminar

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Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA

Recorded 02 March 2023. Petar Veličković of DeepMind Technologies presents "Reasoning Algorithmically: from Toy Experiments to AGI Modules" at IPAM's Artificial Intelligence and Discrete Optimization Workshop. Abstract: Neural networks that are able to reliably execute algorithmic computat

From playlist 2023 Artificial Intelligence and Discrete Optimization

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What is an order book?

An order book is a collection of open buy side and open sell side orders for any given financial instrument. Understanding the order book is an important part of trading. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:30 Help deeplizard

From playlist Trading - Advanced Order Types with Coinbase

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DeepMind Scholars: Shaquille's story

The DeepMind Scholars programme gives talented students from underrepresented backgrounds the support they need to study at leading universities, and connect with our researchers and engineers. Scholars get their Masters' fees paid in full, as well as guidance and support from personal Dee

From playlist Life at DeepMind

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Uptick rule explained | Trading concept to know

We've already talked about upticks and downticks. These concepts are universal and we have demonstrated them through GDAX. What I want to talk about in this video is regarding a technical piece of regulation that applies to stocks. Even though this topic doesn't directly apply to GDAX at t

From playlist Trading - Advanced Order Types with Coinbase

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The submarine that sank a train: the U.S.S. Barb

The History Guy remembers Eugene "Lucky" Flucky and the U.S.S. Barb, the submarine that sank a train during World War II. The History Guy uses images that are in the Public Domain. As photographs of actual events are often not available, I will sometimes use photographs of similar events

From playlist March Madness 2020

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Me, myself and AI - DeepMind: The Podcast (S2, Ep7)

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 illn

From playlist DeepMind: The Podcast - Season 2

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1 elem pure CSS card patterns

Live demo https://codepen.io/thebabydino/pen/vYyNyER - only 45 CSS declarations, 31 of which are the individual gradient stop lists. If the work I've been putting out since early 2012 has helped you in any way or you just like it, please consider supporting it to help me continue and stay

From playlist CSS variables

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Who owns Coinbase? Here are some KEY people

Who owns Coinbase? Who are the insiders at GDAX and Coinbase? Let's follow the key people on Twitter. Links: https://twitter.com/GDAX https://twitter.com/brian_armstrong https://twitter.com/FEhrsam https://twitter.com/ljxie https://twitter.com/SatoshiLite Olaf Carlson-Wee (no Twitter but

From playlist Trading - Advanced Order Types with Coinbase

Related pages

Neural network | Transformer (machine learning model) | DeepMind | GPT-3