🚀 𝗠𝗟𝗢𝗽𝘀 𝗖𝗮𝗿𝗲𝗲𝗿 𝗣𝗮𝘁𝗵: 𝗦𝗸𝗶𝗹𝗹𝘀, 𝗝𝗼𝗯𝘀, 𝗦𝗮𝗹𝗮𝗿𝘆 & 𝗙𝘂𝘁𝘂𝗿𝗲 𝗦𝗰𝗼𝗽𝗲 Thinking about a career in #MLOps? Learn what skills, tools, job roles, salary factors, certifications, and future opportunities you should kn...

Playing with the potential, perils, and design principles of deploying ML models into the analytical database using orbital’s sklearn-to-sql translation, sqlglot, and dbt

🚀 𝗪𝗵𝘆 𝗜𝘀 𝗠𝗟𝗢𝗽𝘀 𝗜𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗳𝗼𝗿 𝗠𝗼𝗱𝗲𝗿𝗻 𝗜𝗧 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀? Machine learning is moving into real-world IT systems. But building a model is only the beginning. 🔹 Automate ML workflows 🔹 Deploy models efficient...

第67回 MLOps/LLMOps/AgentOps 勉強会 (https://mlops.connpass.com/event/401457/) の発表資料です。

Learn model serving, CI/CD, ML orchestration, model deployment, local AI, and Docker to streamline ML workflows, automate pipelines, and deploy scalable, portable AI solutions effectively.

AI戦略の重要な中核を担うMLOpsエンジニアとはいかなる役割なのか。アドバイザリーライトハウス Advanced Analytics ＆ AI Labのメンバーが語ります。

Putting AI into production now takes more than deploying a model and tracking accuracy. MLOps made traditional ML manageable, while LLMOps added concerns around prompts, retrieval, evaluation, latency, and cost.  AgentOps adds another layer for systems that decide, call tools, and complete multi-step tasks. These shifts change what teams monitor and control. In this article, we compare MLOps, LLMOps, and AgentOps, and explain how observability evolves as AI systems move to action.  […]

🚀 𝗧𝗼𝗽 𝗠𝗟𝗢𝗽𝘀 𝗧𝗼𝗼𝗹𝘀 𝗬𝗼𝘂 𝗦𝗵𝗼𝘂𝗹𝗱 𝗟𝗲𝗮𝗿𝗻 𝗶𝗻 𝟮𝟬𝟮𝟲 Machine learning is moving from experiments to production faster than ever. That makes MLOps skills increasingly important for AI and data professionals. 𝗢...

Part 4 of our series of blogs on vetiver for MLOps. Having previously explained how to set up an MLOps workflow in R, we now turn to Python. This blog will introduce the vetiver package for Python and outline the key MLOps steps including model versioning, deployment and monitoring.

Learn about MLOps using this roadmap. Community driven, articles, resources, guides, interview questions, quizzes for modern backend development.