ECMWF Code for Earth’s Post

I'm happy to share that my colleague Oliver Schacht and I had the opportunity to present the tutorial titled "Using ML to find out the 'Why'? A Tutorial in Causal Machine Learning" at PyCon Berlin. 🚀 We would like to thank Philipp Bach, Sven Klaassen and Martin Spindler for their support and great teamwork. 🙌 Massive thanks are also due to the organizers and the venue for putting together such a seamless event. #PyConBerlin #PyCon #CausalMachineLearning #DataScience #ML #AI #Python #CausalInference

Join us at our next genAI Meetup to dive into Generative AI! Discover how to build powerful AI applications using python. Don’t miss out – elevate your AI skills! #GenAI #AI #Meetup

Good job Jan, was a pleasure to prepare and hold this talk with you 👏🏼 (and of course a big thanks to Martin Spindler, Philipp Bach, Sven Klaassen and Economic AI) Around 90 atendees at our PyConDE & PyData Berlin tutorial, who we (hopefully) got very excited for #CausalML, especially Double Machine Learning, and its use cases in business, industry and healthcare. #MachineLearning #ArtificialIntelligence

🚀 Excited to be part of the "Build Your Own AI Application in a Week" event with GUVI!On Day 2, we delved into the exploration of Python and Streamlit, learning powerful techniques for creating AI applications. Thanks to Dhana Vasanth, we now have hands-on experience using these tools in Google Colab and VS Code.Looking forward to applying these insights and building something impactful. 🙌Huge thanks to GUVI for organizing this and to the CEO, Arun Prakash, for supporting such initiatives.#AI #GenAI #BuildOwnApp #LearnWithGuvi #LeanwithGuvi

The synergy between AI tools and optimization opens exciting avenues for researchers and industry professionals. 🚀🔍 I was recently invited in a hands-on webinar ☕️ hosted by Gurobi Optimization, featuring Dr. Irv Lustig (Princeton Consultants) and Dr. Simon Bowly (Gurobi)👏. They introduced a data-aided optimization modeling called "data-first" development using pandas and gurobipy, with practical examples like supply and demand matching in product shipment 🌐📦. https://lnkd.in/dQMnZ3U2 #AI #Data #Optimization #Python

Wait. You want to ACTUALLY get your ML model into production? In this satirical lightning talk, Ryan Turner highlights the common mistakes to avoid when bringing machine learning models into production. He touches on issues such as managing dependencies, ensuring proper testing procedures, and the potential drawbacks of relying too heavily on Python notebooks. There is no shortage of satire and metaphor as Ryan shared insights from the collective experiences of several machine learning engineers using DVC. This talk was in part inspired by community member Eirik Berge's, PhD, article on the same subject matter. The link to the video and Eirik Berge article will be in the comment section. Follow Iterative #dvc #machinelearning #datascience #generativeai

🚀 Great news! 🎉 Gemini Pro can now be accessed directly through Jupyter AI! 📚✨ Discover the power of generating #geemap code examples with the help of AI by trying out this Colab notebook. 👇 🔗 Link: https://lnkd.in/g2sA6b7w No need to switch tabs or open a separate browser window while coding in #Jupyter notebook. Stay focused and explore the capabilities of Gemini Pro seamlessly within your workflow. 🌟 So happy to see that my first contribution to Jupyter AI by adding support for Gemini AI is now available for everyone to use 😊 #geospatial #AI #Python #Gemini

Title: Mastering Object Detection from Scratch in YOLO V1 style 🛠️ I'm excited to share my latest project on building a robust multi-class object detection model using the YOLO V1 architecture from scratch! 🔍 Key highlights: - Implemented the YOLO V1 model, including the feature extraction backbone, grid-based detection, and non-maximum suppression. - The development process was both challenging and rewarding. Handling the complexities of the YOLO V1 algorithm, from grid-based predictions to loss function optimization, was a true test of my skills in computer vision and deep learning. Check out the project on my GitHub: https://lnkd.in/ebAXnt7Y #ObjectDetection #YOLOV1 #ComputerVision #DeepLearning #MachineLearning #Python #PyTorch #AI #DataScience #ComputerVision

🚀 Day 2 of #LearnwithGUVI: Building an AI Application in Just One Week! 🚀 I'm excited to share that I've just completed Day 2 of a 6-day workshop with #LearnwithGUVI, where we’re learning to create AI applications from scratch! 🎉 Today’s session, led by Dhana Vasanth, was packed with valuable insights. We focused on setting up our IDE environment, diving into Python, and exploring Streamlit. With the help of VSCode, we successfully installed all the necessary tools to get started. The session was both informative and highly engaging! GUVI Geek Networks, IITM Research Park, GUVI for Corporates, Arun Prakash M Looking forward to the upcoming days as we continue to build and learn together. #ArtificialIntelligence #AIApplications #AI #GenAI #BuildOwnApp #Streamlit #Python

🚀 Exploring AI and Gen AI: Building Our Own AI Application in a Week! Day 2 of the "Learn with GUVI" event has been a game-changer! Today, we dived deep into Python, Streamlit, and their applications. Special thanks to Dhana Vasanth for guiding us through the techniques of using these tools in both Google Colab and VS Code🖥️. From understanding the fundamentals to deploying our own AI applications, the session was packed with valuable insights. Whether you’re a beginner or looking to level up your skills, this event is proving to be an incredible learning journey 🚀. Big shoutout to GUVI and Mr. Arun Prakash, CEO of GUVI, for making this possible! 🙌 #learnWithGuvi #LearnWithGUVI #AI #GenAI #BuildOwnApp #Guvi #AIExploration