WeatherNext 2: Our most advanced weather forecasting model

Google DeepMind · Advanced ·📰 AI News & Updates ·6mo ago
We’re powering a new era of global weather forecasting with WeatherNext 2, our most advanced and efficient AI model. It delivers more accurate, higher-resolution predictions to help everyone—from businesses managing global supply chains to you planning your day—make better, faster decisions. ☁️ WeatherNext 2 is a breakthrough AI forecasting model from Google DeepMind and Google Research that is 8x faster than previous systems and provides forecasts with resolution up to 1-hour. It surpasses our previous state-of-the-art model on 99.9% of weather variables. ⚡️ This model is enabled by a new AI modelling approach called a Functional Generative Network (FGN), allowing it to predict thousands of possible weather outcomes from a single starting point in less than a minute on a single TPU. WeatherNext technology is already upgrading forecasts in Search, Gemini, Pixel Weather, and Google Maps Platform’s Weather API. Businesses can now customize WeatherNext 2 models and create forecasts through Google Cloud Vertex AI. WeatherNext 2 is also available for downstream model training via BigQuery and Google Earth Engine. Learn more at https://blog.google/technology/google-deepmind/weathernext-2 ___ Subscribe to our channel https://www.youtube.com/@googledeepmind Find us on X https://twitter.com/GoogleDeepMind Follow us on Instagram https://instagram.com/googledeepmind Add us on Linkedin https://www.linkedin.com/company/deepmind/
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1 RL Course by David Silver - Lecture 8: Integrating Learning and Planning
RL Course by David Silver - Lecture 8: Integrating Learning and Planning
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2 RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning
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3 RL Course by David Silver - Lecture 2: Markov Decision Process
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4 RL Course by David Silver - Lecture 5: Model Free Control
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5 RL Course by David Silver - Lecture 6: Value Function Approximation
RL Course by David Silver - Lecture 6: Value Function Approximation
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6 RL Course by David Silver - Lecture 4: Model-Free Prediction
RL Course by David Silver - Lecture 4: Model-Free Prediction
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7 RL Course by David Silver - Lecture 3: Planning by Dynamic Programming
RL Course by David Silver - Lecture 3: Planning by Dynamic Programming
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8 RL Course by David Silver - Lecture 10: Classic Games
RL Course by David Silver - Lecture 10: Classic Games
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9 RL Course by David Silver - Lecture 7: Policy Gradient Methods
RL Course by David Silver - Lecture 7: Policy Gradient Methods
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10 Google DeepMind: Ground-breaking AlphaGo masters the game of Go
Google DeepMind: Ground-breaking AlphaGo masters the game of Go
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11 Match 1 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Match 1 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
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12 Match 2 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Match 2 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
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13 Match 1 15 min Summary - Google DeepMind Challenge Match
Match 1 15 min Summary - Google DeepMind Challenge Match
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14 Match 3 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Match 3 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
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15 Match 2 15 Minute Summary - Google DeepMind Challenge Match 2016
Match 2 15 Minute Summary - Google DeepMind Challenge Match 2016
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16 Match 3 15 Minute Summary - Google DeepMind Challenge Match 2016
Match 3 15 Minute Summary - Google DeepMind Challenge Match 2016
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17 Match 4 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Match 4 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
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18 Match 4 15 Minute Summary - Google DeepMind Challenge Match 2016
Match 4 15 Minute Summary - Google DeepMind Challenge Match 2016
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19 Match 5 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Match 5 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
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20 Match 5 15 Minute Summary - Google DeepMind Challenge Match 2016
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21 DQN SPACE INVADERS
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22 DQN Breakout
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23 Asynchronous Methods for Deep Reinforcement Learning: Labyrinth
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24 Asynchronous Methods for Deep Reinforcement Learning: MuJoCo
Asynchronous Methods for Deep Reinforcement Learning: MuJoCo
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25 Asynchronous Methods for Deep Reinforcement Learning: TORCS
Asynchronous Methods for Deep Reinforcement Learning: TORCS
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26 Differentiable neural computer family tree inference task
Differentiable neural computer family tree inference task
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27 StarCraft II DeepMind feature layer API
StarCraft II DeepMind feature layer API
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28 DeepMind Health – Partnership with the Royal Free London NHS Foundation Trust
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29 DeepMind Health – Michael Wise – a patient's journey
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30 Streams – a platform for a digital NHS
Streams – a platform for a digital NHS
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31 DeepMind Lab - Nav Maze Level 1
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32 DeepMind Lab - Stairway to Melon Level
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33 DeepMind Lab - Laser Tag Space Bounce Level (Hard)
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34 Exploring the mysteries of Go with AlphaGo and China's top players
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35 Demis Hassabis on AlphaGo: its legacy and the 'Future of Go Summit' in Wuzhen, China
Demis Hassabis on AlphaGo: its legacy and the 'Future of Go Summit' in Wuzhen, China
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36 The Future of Go Summit: AlphaGo & Ke Jie match 1 moves analysis
The Future of Go Summit: AlphaGo & Ke Jie match 1 moves analysis
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37 The Future of Go Summit: AlphaGo & Ke Jie match 2 moves analysis
The Future of Go Summit: AlphaGo & Ke Jie match 2 moves analysis
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38 The Future of Go Summit: Pair Go moves analysis
The Future of Go Summit: Pair Go moves analysis
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39 The Future of Go Summit: AlphaGo & Ke Jie match 3 moves analysis
The Future of Go Summit: AlphaGo & Ke Jie match 3 moves analysis
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40 Emergence of Locomotion Behaviours in Rich Environments
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41 StarCraft II 'mini games' for AI research
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42 Trained and untrained agents play StarCraft II full 1vs1 game
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43 DeepMind open source PySC2 toolset for Starcraft II
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44 ICML 2017: Test of Time Award (Sylvain Gelly & David Silver)
ICML 2017: Test of Time Award (Sylvain Gelly & David Silver)
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45 Ke Jie and DeepMind's Go Ambassador Fan Hui review the 3rd AlphaGo vs Ke Jie game
Ke Jie and DeepMind's Go Ambassador Fan Hui review the 3rd AlphaGo vs Ke Jie game
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46 Ke Jie and DeepMind's Go Ambassador Fan Hui review the 1st AlphaGo vs Ke Jie game
Ke Jie and DeepMind's Go Ambassador Fan Hui review the 1st AlphaGo vs Ke Jie game
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47 Ke Jie and DeepMind's Go Ambassador Fan Hui review the 2nd AlphaGo vs Ke Jie game
Ke Jie and DeepMind's Go Ambassador Fan Hui review the 2nd AlphaGo vs Ke Jie game
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48 AlphaGo Zero: Discovering new knowledge
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49 AlphaGo Zero: Starting from scratch
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50 Defining principles for tech companies in the NHS: DeepMind Health's Collaborative Listening Summit
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Grid cells - Caswell Barry, UCL
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