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…May 8, 2023May 8, 2023
Rihab FekiML project — using YOLOv8, Roboflow, DVC, and MLflow on DagsHubTraining a YOLOv8 model on a custom datasetApr 10, 20232Apr 10, 20232
Rihab FekiMLOps #03: Continuous Deployment modes that you should knowMastering an important step in MLOps pipelines.Mar 1, 2023Mar 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 pipelinesFeb 22, 2023Feb 22, 2023
Rihab FekiMLOps #01: An Introduction to MLOps levels & its life-cycleA step by step guide to MLOps levels & evolutionFeb 16, 20231Feb 16, 20231
Rihab FekiImbalanced data: best practicesA guide to deliver great results on ML models with imbalanced datasetsJan 3, 2022Jan 3, 2022
Rihab FekiDeploying Machine Learning models with Streamlit, FastAPI and DockerA step by step guide to put your ML model into productionSep 6, 20213Sep 6, 20213
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.Sep 1, 2021Sep 1, 2021
Rihab FekiAll you need to know about Docker, Docker-Compose and Dockerfile.A detailed explanation of dockerizationAug 29, 2021Aug 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…Feb 13, 20213Feb 13, 20213
