Rik KraaninbigdatarepublicEssentials of an MLOps Platform Part 3: ServicesA hands-on tutorial on how to provision your MLOps platformJul 6, 2023Jul 6, 2023
Rik KraaninTowards Data ScienceExplainable AI: Understanding the decisions of a Convolutional Neural Network - Part 1Diving into Local Interpretable Model-agnostic Explanations (LIME)Feb 10, 20221Feb 10, 20221
Rik KraaninTowards Data ScienceHow to deploy a Flask API in Kubernetes and connect it with other micro-servicesA hands-on tutorial on how to implement your micro-service architecture using the powerful container orchestration tool Kubernetes.Jan 21, 20212Jan 21, 20212
Rik KraaninTowards Data ScienceSpeeding up MRI acquisition time: Facebook’s fastMRI projectHow does it work and is it safe?Nov 25, 2020Nov 25, 2020
Rik KraaninTowards Data ScienceHow to add on-screen logging to your Flask application and deploy it on AWS Elastic BeanstalkHint: don’t forget to configure the Nginx reverse proxy serverAug 24, 20201Aug 24, 20201
Rik KraaninTowards Data ScienceDemystifying decision trees, random forests & gradient boostingA deep dive into the mathematical intuition of these frequently used algorithmsMay 5, 2020May 5, 2020
Rik KraaninTowards Data ScienceMedical Image Analysis using probabilistic layers and Grad-CamUnraveling the ‘black box’ of convolutional neural networksNov 20, 20192Nov 20, 20192
