Royal Academy of Engineering’s Post

Microsoft's Aurora AI model is set to redefine weather forecasting with its advanced capabilities. Key Takeaways: 1.3 billion parameters foundation model. Outperforms traditional models with ~5,000x speed-up. Uses diverse atmospheric data for accuracy. Fine-tuned on short and long-lead time forecasting. Trained on over a million hours of weather simulations. Achieves 94% accuracy compared to GraphCast. Predicts air-pollution levels accurately.

Google's advanced AI weather predictor aims to save lives. #AIWeatherForecasting 🤝 Follow us on Discord 🔜: https://lnkd.in/gt823Zd3 _ ❇️ Summary: Google DeepMind has developed an AI-powered weather forecasting model called GraphCast, which can predict weather up to 10 days in advance with more accuracy and speed than current technology. It can provide earlier warnings of extreme weather events and predict cyclone movement more accurately, potentially saving lives. The model has been trained on four decades of weather data and takes less than 60 seconds to create a 10-day forecast. It outperformed the industry gold-standard weather simulation system in accuracy and speed. The code for GraphCast is being open-sourced to give scientists and forecasters access to the technology. Hashtags: #chatGPT 1. #AIWeatherForecaster 2. #LifeSavingTechnology

Unveiling the AI Revolution in Weather Forecasting! Google's DeepMind has dropped a game-changer with 'GraphCast'. Outshining traditional models, it predicts weather on a standard laptop in under a minute, compared to the hours it would take a supercomputer. Having processed 39 years of weather data, it beats the current global prediction standard by a whopping 90%. #DeepMind #GraphCast #WeatherRevolution #ArtificalIntelligence #TechnologyNews

Graph Neural Nets 💥💥 After Kumo.AI's SOTA predictive ML using GNNs, I was actually waiting for some SOTA weather predicting model that uses GNN. We already have some for traffic analysis, web and social media - but we were missing one for weather forecasting with GNNs in a massive global scale. And, finally, #GraphCast is here.

Wow... putting AI to work and deliver truly global impact to us all, and we are releasing it for everyone to access this as open source! It is even hard to fully understand the extend of the benefits this will bring to every human. As organisations, entrepeneurs and the various industry sectors can apply this technology to provide even better services & products to the people. Way to go!!

𝐉𝐮𝐬𝐭 𝐰𝐫𝐚𝐩𝐩𝐢𝐧𝐠 𝐮𝐩 𝐚𝐧 𝐀𝐈 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐭𝐡𝐚𝐭'𝐬 𝐩𝐚𝐫𝐭 𝐨𝐟 𝐦𝐲 𝐀𝐈 𝐦𝐚𝐬𝐭𝐞𝐫'𝐬 𝐩𝐫𝐨𝐠𝐫𝐚𝐦. What this project is all about? 1: I explored how things like weather and stuff (temperature, humidity, etc.) impact power use. 2: Cleaned up data, made cool predictions, and even deployed a smart model for future predictions. 3: Impressive Visualisation. 4: I got some high scores (R-squared) in predicting power use. "I kept this project private on my Github for now and will share it with you after getting done with the deployment". So, What's Next? This is just the beginning! I am excited to share more cool AI projects as I dive deeper into my Master's. Your support means a lot! #ArtificialIntelligence #DataScience #MachineLearning #AIJourney #ProjectCompletion #MastersInAI #FutureTech

🚀 The A-to-Z of Vector Databases: A Beginner's Guide • Vector DBs significantly improve the efficiency and accuracy of AI systems by enabling rapid similarity searches in high-dimensional data, crucial for applications like RAG in LLMs and recommender systems. • With the Vector DB market on track to reach a staggering $623.8 million by 2026, this technology is fast becoming a cornerstone in the AI landscape.  • Delve into the world of Vector DBs via this #free webinar and learn how they're quickly becoming a fundamental part of the AI landscape, driving innovation and efficiency across diverse applications. 📚 What You'll Learn ➡️ Understanding the basics of vector databases and their significance in AI and ML ➡️ Insights into how vector databases achieve unmatched speed and efficiency in similarity searches ➡️ Perspectives from industry giants like Andrew Ng on the importance of sophisticated data management ➡️ Exploring real-world applications in leading companies such as Netflix, Spotify, and Airbnb ➡️ An introduction to open-source vector databases and their impact on the future of data handling 🎤 Speakers • Tom Yeh, Computer Science, University of Colorado Boulder • Akmal Chaudhri, Esq., Senior Technical Evangelist, SingleStore ⚡️ Can't attend live? No problem! Register anyway, and we'll send you a recording of the webinar along with the shared code. 📅 Event Details 🔹 Wednesday, April 3 @ 10 AM PDT 🔹 60 mins 🔹 Live demo & code-sharing 🔹 #Free Registration: https://lnkd.in/gkRf_TxE ✅ For more such AI webinars, follow me on X at: http://x.aman.ai #artificialintelligence #genai #llms

NVIDIA's #GTC2024 was a resounding success! ⚡ Our team had a fantastic time connecting with so many brilliant minds in the AI and data science community at our booth. The energy was electric as we showcased HeavyIQ, our revolutionary new product that unlocks deep data insights in seconds. This is just the beginning of a new era in data exploration and analysis! Check out our photos from the booth. 📸 #BigData #DataScience #AI

Excited to be sharing thoughts at the next Boston Generative AI Event at the Microsoft Nerd Center with Judah Phillips, Brian Benedict, Paul Baier and Andy ThurAI next Wednesday, April 24. Registration details in comments box below...act quick its going to be SRO. For my part, I will be sharing some recent data/insights from my Navigating AI study which shows how freaked out the C-Suite is about their GAI roadmap! #Boston #GAI

📣 Exciting Facts in the World of #DataScience and #MachineLearning! 🌟 Did you know that data science has been listed as the fastest-growing profession in Forbes' recent rankings? With the power to mine insights from vast amounts of data, professionals in this field are revolutionizing industries and making a significant impact. 💡 Artificial intelligence is no longer just a concept from sci-fi novels; it's becoming an integral part of our lives. From voice assistants like Siri and Alexa to self-driving cars, AI is transforming the way we interact with technology. 🚀 The possibilities in data science and machine learning are limitless. The amazing advancements achieved in healthcare, finance, and even entertainment are a testament to the immense potential of these fields. Embrace the opportunities, dive into new learning experiences, and become a part of this revolutionary movement! #AIRevolution #DataDriven #FutureOfTechnology #TechInnovation #EmbraceChange #LearningOpportunities