Xavier Geerinck
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July 23rd, 2021 — 4 min read
Machine Teaching through Azure Project Bonsai - Series Overview
April 19th, 2021 — 30 min read
Azure Project Bonsai - Physical CartPole Project
April 13th, 2021 — 18 min read
The Azure Project Bonsai Platform Revisited
March 9th, 2021 — 20 min read
Gradually adopting Autonomous Systems in Production
March 5th, 2021 — 18 min read
Analyzing ML/RL Model Performance with Azure Synapse Analytics Spark Pools
March 1st, 2021 — 16 min read
Machine Learning Operations - MLOps explained
January 5th, 2021 — 19 min read
Implementing Deepmind's MuZero Algorithm with Python
October 21st, 2020 — 48 min read
Auto scaling a HTTP triggered application in Kubernetes using Keda
October 20th, 2020 — 15 min read
Creating a simple "Hello World" docker application with Express and NodeJS
September 20th, 2020 — 14 min read
Monitoring the Kubernetes Nginx Ingress Controller with Prometheus and Grafana
September 20th, 2020 — 30 min read
Creating a Kubernetes Nginx Ingress Controller and create a rule to a sample application
May 27th, 2020 — 31 min read
Unity ML-Agents - An Introduction
May 5th, 2020 — 28 min read
Reinforcement Learning with the Bonsai Platform
February 24th, 2020 — 7 min read
AI Battlecards - End to End Process for building and evaluating AI models
January 3rd, 2020 — 33 min read
Artificial Intelligence - How to measure performance - Accuracy, Precision, Recall, F1, ROC, RMSE, F-Test and R-Squared
January 2nd, 2020 — 13 min read
Web2Text - Deep Structured Boilerplate Removal - Running the Code
October 30th, 2019 — 21 min read
Facebook ReAgent - An End-to-End Use Case
December 2nd, 2018 — 79 min read
Facebook's Open-Source Reinforcement Learning Platform - A Deep Dive
November 29th, 2018 — 16 min read
Reinforcement Learning - Terminology
August 10th, 2018 — 40 min read
Writing a C# SDK for the OpenAI Gym using .NET Core
June 10th, 2018 — 84 min read
OpenAI Gym Problems - Solving the CartPole Gym
May 24th, 2018 — 25 min read
Bellman Equations
May 20th, 2018 — 21 min read
The Markov Property, Chain, Reward Process and Decision Process
May 7th, 2018 — 9 min read
Installing OpenAI Gym in a Windows Environment
May 3rd, 2018 — 51 min read
Multi-armed bandit framework
May 1st, 2018 — 21 min read
An introduction to Reinforcement Learning (RL)
April 29th, 2018 — 15 min read
An introduction to Machine Learning (ML)
Xavier Geerinck © 2022
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