Médéric Hurier (Fmind)MLOps Coding Course: Bridging the gap between Data Scientists and Machine Learning EngineersThe MLOps Coding Course is an open-source resource specifically designed to bridge the gap between data science and software engineering.May 28May 28
Médéric Hurier (Fmind)Make your MLOps code base SOLID with Pydantic and Python’s ABCMLOps projects are straightforward to initiate, but challenging to perfect. While AI/ML projects often start with a notebook for…Mar 13Mar 13
Médéric Hurier (Fmind)Become the maestro of your MLOps abstractionsThe MLOps ecosystem is evolving into a sophisticated symphony, composed of diverse tools, methodologies, and cultures. This diversity…Jan 301Jan 301
Médéric Hurier (Fmind)How to configure VS Code for AI, ML and MLOps development in Python 🛠️️Visual Studio Code is a remarkable application. In the past, developers faced a choice between simple, lightweight text editors like Vim…Nov 23, 2023Nov 23, 2023
Médéric Hurier (Fmind)Forging a Personal Chatbot with OpenAI API, Chroma DB, HuggingFace Spaces, and Gradio 🔥If you have checked the Internet in 2023, you’re likely familiar with Generative AI. The launch of ChatGPT has sparked a surge in interest…Oct 24, 2023Oct 24, 2023
Médéric Hurier (Fmind)Finding Harmony in MLOps: Balancing Functional and Object-Oriented Approaches ☯Programmers have always been passionate about their preferences, whether they discuss spaces vs. tabs, Vim vs. Emacs, or light mode vs…Jul 31, 2023Jul 31, 2023
Médéric Hurier (Fmind)Is AI/ML Monitoring just Data Engineering? 🤔While the future of machine learning and MLOps is being debated, practitioners still need to attend to their machine learning models in…Jul 15, 2023Jul 15, 2023
Médéric Hurier (Fmind)A great MLOps project should start with a good Python Package 🐍MLOps practitioners (rightfully) point out that running notebooks in production is a bad software practice, but what are the alternatives…Jun 24, 2023Jun 24, 2023
Médéric Hurier (Fmind)Fixing the MLOps Survey on LLMs with ChatGPT API: Lessons LearnedLarge Language Model (LLM) is such an existing topic. Since the release of ChatGPT, we saw a surge of innovation ranging from education…May 8, 2023May 8, 2023
Médéric Hurier (Fmind)We need POSIX for MLOpsThere is an ever-growing landscape of tools and solutions for MLOps. In this article, I propose a solution to address this challenge.Apr 17, 2023Apr 17, 2023
