Rihab FekiML experiments management with DVCIn this project, I will use DVC to manage and automate my ML experiments and pipelines. DVC enables data and model version control as well…7 min read·May 8, 2023----
Rihab FekiML project — using YOLOv8, Roboflow, DVC, and MLflow on DagsHubTraining a YOLOv8 model on a custom dataset7 min read·Apr 10, 2023--2--2
Rihab FekiMLOps #03: Continuous Deployment modes that you should knowMastering an important step in MLOps pipelines.4 min read·Mar 1, 2023----
Rihab FekiMLOps #02: 7 things you need to learn about Continuous Training & Continuous DeploymentLearn how to leverage a meaningful Feedback Loop in MLOps pipelines5 min read·Feb 22, 2023----
Rihab FekiMLOps #01: An Introduction to MLOps levels & its life-cycleA step by step guide to MLOps levels & evolution3 min read·Feb 16, 2023----
Rihab FekiImbalanced data: best practicesA guide to deliver great results on ML models with imbalanced datasets5 min read·Jan 3, 2022----
Rihab FekiDeploying Machine Learning models with Streamlit, FastAPI and DockerA step by step guide to put your ML model into production9 min read·Sep 6, 2021--3--3
Rihab FekiNGSI-LD: The standard interface to your IT solutions based on the Smart Data modelsStep by step guide to understanding NGSI-LD and the FIWARE Context Broker for real time context data management.10 min read·Sep 1, 2021----
Rihab FekiAll you need to know about Docker, Docker-Compose and Dockerfile.A detailed explanation of dockerization4 min read·Aug 29, 2021----
Rihab FekiConverting JSON to CSV with Apache NiFiApache NiFi is an open source software for automating and managing the data flow between systems. It provides web-based User Interface to…3 min read·Feb 13, 2021--3--3