Katie Cummiskey’s Post

🔥 LLMs are language models. Training them on text is what people mostly do. However, a team that won the hackathon organized by Mistral AI did something unorthodox and innovative. They trained the model to play the 1st person shooting video game, DOOM. 🦋 How did they do it? Well, they converted the image frames into ASCII Art by labeling the characters in the game, and other segments with specific ASCII-characters and then the model was fed the ASCII transformed images (which is a mere representation of the image in text form). The idea is admittedly pretty cool when it comes to applying LLMs to train on image data. 🤗 However, if you come to thing of it, all segmentation image models effectively need similar labeling. And they saw the connection and put it to use! 👉 Vlog by the hackathon winning team: https://lnkd.in/gvbdCTbV 🎁 There is a nice video by YouTube Channel #1littlecoder which you may want to check out as well: https://lnkd.in/gbxGVspr #LLMs #ml #mistral #doomgame #innovativeusecase #imagemodels #datascience

Visionaries don't just watch the game—they redefine it. Exactly what we thought during the session with Nitin Shekhar Prasad from Ellipse Nitin drew fascinating parallels to the movie "Moneyball," where statistical analysis contributed to sports success akin to how their products enhance the experience for teams, players, and audiences. Wish that helps our favorite sports teams lift trophy after trophy 🏆🫣 He showed us how Ellipse Data is leveraging GenAI to revolutionize sports analysis. It was like watching a game-winning play unfold right in front of us. Can’t wait to explore and incorporate the endless possibilities of GenAI in data engineering. #DES2024 #SportsAnalysis #GenAI #DigitalTransformation

When data meets destiny! Nitin Shekhar Prasad from Ellipse dropped some serious game-changing insights during our session yesterday at the #des2024. Thanks, Nitin, for showing us how #GenAI could be the game-changer. Now, if only RCB could borrow a bit of that magic to clinch their first IPL trophy! 🤞 Can't wait to see where #GenerativeAI takes us next! Jagadeesan V Premkumar S Suresh P #DES2024 #DataEngineering #Innovation #DataDriven #des #dataengineeringsummit #data #dataengineer #techevents

Thank you lablab MENA for this session about space and AI. Dr. Mohamed Elhady shares generative AI uses in space missions: generative design at the component level, real-time operator support, satellite testing scenario generation, cognitive automation, astronaut training simulations, and space mission schedule and there are many to appear in #spaceexploration. Well AI is revolutionizing space exploration in next upcoming years! #space #ai    

This was 𝗗𝗮𝘁𝗮𝗧𝗮𝗹𝗸𝘀 𝗛𝗮𝘀𝘀𝗲𝗹𝘁 🫶🏼 𝙏𝙝𝙚 𝙝𝙞𝙙𝙙𝙚𝙣 𝙜𝙚𝙢𝙨 𝙤𝙛 𝘿𝙖𝙩𝙖𝙗𝙧𝙞𝙘𝙠𝙨 are on their way to you in Amsterdam 🤩 Make sure to register, we're counting down ⏰ the days to see you again! 🗓️ 𝗠𝗮𝘆 𝟯𝟬 📍 𝗖𝗿𝗼𝗻𝗼𝘀 𝗔𝗺𝘀𝘁𝗲𝗿𝗱𝗮𝗺 - 5th floor - Cruquiusweg 110F 🕢 𝟭𝟴𝗵𝟯𝟬 ✍🏼 Link in comments #MeetUp #Databricks #GISdata #GenAI

🖼️At last weekend's Hackathon, John Breslin explored the origins and development of DeOldify, a tool that leverages AI to breathe new life into old photographs. ⚙️John discussed how this technology combines AI with meticulous manual work to achieve accurate and vivid results. The process involves not only technical expertise but also extensive research into historical details to ensure authenticity and accuracy. 👉Read more from Data2Sustain's article here: https://bit.ly/3L1KPDr

🚄 Shinkansen Travel Experience Hackathon Highlights 🚀 ✨ Hackathon Journey: Participated in the #hackofalltrades Hackathon, a thrilling experience packed with invaluable learning. 🎯 Problem Statement: Tasked with predicting passenger delight during Shinkansen (Bullet Train) travel based on a comprehensive survey dataset from 95K passengers, focusing on binary classification for "Overall Experience." 📊 EDA Insights: Balanced Dependent Variable. Addressed extensive missing values through strategic imputation. Merged Survey and Travel datasets using passenger 'ID.' Minimal outliers judiciously handled. 🔍 Data Preprocessing: Imputation: Leveraged highest frequency for categorical values. Advanced imputation based on correlated parameters. Applied label and one-hot encoding, followed by z-score scaling. 🛠 Modeling Approaches: Explored various classification algorithms: CART, Random Forest, Boosting, Bagging, Naive Bayes, and Logistic Regression. Rigorous parameter tuning, cross-validation, and threshold adjustments. 🏆 Top-Performing Model: Adaptive Boosting with Random Forest as the base estimator emerged as the most effective model. Achieved an outstanding accuracy of 95.17%. 📈 Leaderboard Ranking: Secured the 9th position on the leaderboard. ✅ Outcome: Successfully crafted a robust predictive model for passenger delight, showcasing expertise in data preprocessing, modeling, and accuracy optimization. Excited to delve deeper into the world of data science and share more insights! #DataScience #HackathonSuccess #MachineLearning #PredictiveModeling #ShinkansenExperience 😊

Ahoy data enthusiasts! 🌊 Today, I'm thrilled to share a sneak peek into the Titanic Dashboard, where we navigate through the depths of data with the legendary Titanic dataset from Kaggle! 🚢📈.Step aboard as we set sail into the heart of the Titanic dataset. Uncover hidden patterns, explore passenger profiles, and reveal the untold stories that lie beneath the surface. 🕵️♂️🧑💻 Experience the highs and lows of the Titanic's maiden voyage like never before. Who survived? What factors played a role? This dashboard unfolds the gripping tale through captivating visuals and interactive charts #SurvivalAnalytics. Take the helm and navigate through historical waters with a dataset that brings the past to life. It's not just data; it's a time-traveling adventure! ⏳ Chart your course for exploration! The Titanic Dashboard is not just a tool; it's an invitation to embark on a data-driven expedition. Join the journey, and let's unravel the mysteries together. 🤝 Ready to set sail on this analytical adventure? ⚓🔓 Dive into the Titanic Dashboard and let the data waves guide us to new horizons! #TitanicDashboard #DataExploration #KaggleAdventure #SkillAhead Academy #Etuk Anietie

This sounds amazing! 🚀 I'm excited to participate in the hackathon and explore the Mistral AI fine-tuning API. The optimized LoRA techniques and the option to deploy custom models through both open-source code and a managed API sound like game-changers. Looking forward to diving into the docs and getting started. Thanks for sharing! 🙌 #mistralai #mistral #llms #genai #artificialintelligence