Nicolas PogeantHow to build a functional ML SystemFrom a Streamlit based recommender system to a way more flexible one using various MLOps tools for the stack·4 min read·Apr 8, 2024----
Nicolas PogeantEraser — Make ML System Design at Another LevelFrom a Document Design to Production·7 min read·Mar 8, 2024----
Nicolas PogeantHow SageMaker Improve Productivity — An AWS PipelineUnraveling the Essence of Compute Resources in the Creation of an End-to-End ML Pipeline·6 min read·Nov 28, 2023----
Nicolas PogeantBuilding a Scalable MLOps Stack — From Data to DeploymentThis article explores the development of a streamlined ML system, showcasing the journey from data to deployment, simplifying complex…·5 min read·Sep 8, 2023----
Nicolas PogeantSequential RecSys — Your Interactions MatterA dive into systems that try to perfect your action·6 min read·Jul 24, 2023----
Nicolas PogeantMetaflow — The Key Framework for your Machine Learning SystemIn the fast-paced world of data science, where agility and efficiency are paramount, Metaflow emerges as a game-changing framework that…·7 min read·Jul 16, 2023----
Nicolas PogeantWandB — The Best MLOps PlatformGetting Started with Weight & Biases: A Mini Project Overview.·7 min read·Mar 28, 2023----
Nicolas PogeantBuild a Career in Data Science — A ReviewA must-read for anyone considering a career in data science·5 min read·Mar 17, 2023----
Nicolas PogeantOCTIS — The Future of Topic ModelingIn this blog post, I will introduce a framework that changes the way topic modeling is performed, whatever the algorithm used to obtain…·8 min read·Mar 7, 2023--2--2
Nicolas PogeantText Preprocessing Pipeline — Build You OwnThis blog post is more like a practice demonstration in order to list the most important steps and elements to build a effecient natural…·6 min read·Feb 22, 2023----