Data scientists, meet LineaPy! Just two lines of #opensource code captures, analyzes, and transforms messy #datascience development code to extract production data pipelines in minutes. No refactoring or new tools needed. lineapy.org

📌In case you missed it Want to know how top engineering teams do ML? We selected 50 company tech blogs that write about applied ML. Get ready for a lot of reading 👇 evidentlyai.com/blog/engineeri…

📢 Exciting news! The video on “Streamlit for ML projects: Monitoring dashboards with Evidently” by Mikhail Rozhkov is ready! Video: lnkd.in/d6zBrWm4 #mlrepa #community #mlops #machinelearning #datascience #ai Evidently AI

Hey! "Automated Deployment Pipelines: Running CV Models at the Edge" - is the topic of the meetup tomorrow! 🎉 🗓 You are welcome to join us with Bradley Munday, Head of ML Engineering at Modzy  🙌 lnkd.in/dgEpXrc8

📺 Exciting news! The video “Automated Deployment Pipelines: Running CV Models at the Edge” by Bradley Munday, is ready! Video: youtube.com/watch?v=3tVfzs… Want to join us? 🙌 Follow the links below 👇 🔗 LinkedIn: lnkd.in/dpJ6JjkG

🧑‍💻 Batch Scoring by Mikhail Rozhkov 🌐 Mikhail Rozhkov pens a must-read blog 💻 on "Automating Your ML Pipeline." #Airflow #DVC #CML #BatchScoring iterative.ai/blog/automate-… 🧵[6/7]

📺 The video “Optimizing Image Segmentation Projects with DVC” by @alex000kim , is ready! 🚀 It was a great talk about DVC, DVCLive, VSCode extension for DVC, and Iterative Studio! Take a look: Video: youtube.com/watch?v=BxQojJ… #mlrepa #dvc #computervision #vscode

📣 Great news! Post “Managing OpenFOAM Physical Simulations with DVC, CML, and Studio”(part 2) is alive! 🚀 Link: iterative.ai/blog/managing-… #dvc #simulations #openfoam #cml #AWS

🚀 Introducing ML REPA Library, a new community project focusing on ML engineering, reproducibility, and automation. ML REPA Library: mlrepa.github.io/mlrepa-library/ Kudos to the first contributors! 🙌 😍 🙏 Check the link above ⬆ #MLREPALibrary #mlrepa #CommunityProject

📌 In case you missed it How do different companies start and scale their MLOps practices? Here is how Wayflyer creates model cards with open-source tools and incorporates data quality and drift analysis 📈 Read the full story: evidentlyai.com/blog/how-wayfl…

🎉 We are thrilled to announce the launch of our free community course, git-101: "Git for Machine Learning and AI Development" at ML REPA School! 🌟 🌟 Join us at ML REPA School and unlock the power of Git for your ML and AI projects today! school.mlrepa.org/course/git-for… #mlrepa #ml

🛠 How do top engineering teams apply ML to improve products and processes? We put together a list of 200 case studies that share practical ML use cases and learnings from designing ML systems: evidentlyai.com/ml-system-desi… Here are our five favorites 👇 1/7 🧵

How to set up an ML monitoring system for models deployed with FastAPI? ⚡️ Create a FastAPI application to serve predictions 🔢 Log them to a PostgreSQL database 📊 Create an Evidently monitoring dashboard to track ML model performance Code tutorial 👇 evidentlyai.com/blog/fastapi-t…

🚀 Evidently 0.4! Self-host a dashboard to monitor ML in production. Our Python library with 3m+ downloads now has a proper UI! 📚 100+ data and model checks 🔡 From tabular to LLMs ✅ Open-source! GitHub: github.com/evidentlyai/ev… Tutorial: docs.evidentlyai.com/get-started/tu… Details 👇

This is an article that provides an in-depth analysis of seamlessly integrating SkyPilot and DVC to streamline the training process for substantial machine learning models; this scope even encompasses large language models (LLMs). Link - alex000kim.com/posts/2023-08-…

🎉 Congratulations to my team for launching their amazing DVC extension for VS Code on Product Hunt! GitOps ML just got a whole lot friendlier with this gem! 🚀🤖🪙 Support us - add your thoughts on PH 🙏 Let's show some support – check it out here: producthunt.com/posts/dvc-exte…

🔗 DataChain open-source release 🤖 AI-Driven Data Curation: Local models, LLM APIs 🚀 GenAI Dataset scale: Millions and billions of files 🐍 Python-friendly: Python objects instead of JSON Try it out github.com/iterative/data… 👇1/7

Dataset curation using AI annotations. 🧵 6/7

Try it out and give us some feedback! 🧵 7/7 ⭐️ github.com/iterative/data… ⭐️