Guillaume AndrozinTowards Data ScienceImprove python performances with ctypes7 min read·May 5, 2021----
Guillaume AndrozDeep Q-Learning with Pytorch and OpenAI-gym: The Taxi-cab puzzleReinforcement Learning with a deep learning model to choose proper action12 min read·Mar 16, 2021--1--1
Guillaume AndrozinGeek CultureHow to Always Know Your IP for Remote ConnectionStay connected to your home computer knowing its IP2 min read·Mar 15, 2021----
Guillaume AndrozinTowards Data ScienceReinforcement Learning — Teach a Taxi Cab to drive around with Q-LearningA gentle introduction to RL with OpenAI-gym and Python7 min read·Mar 14, 2021--3--3
Guillaume AndrozinTowards Data ScienceDeploy autoscaling machine learning model inference stack to AWS with CDKUse the power of AWS/CDK to deploy ML models in a stack that scales automatically for inference on CPU or GPU5 min read·Aug 17, 2020----
Guillaume AndrozinTowards Data ScienceGLR with Python and scikit-learn libraryAn Introduction to Generalized Linear Regression7 min read·May 24, 2020----
Guillaume AndrozinThe StartupDeploy your Auto-Scaling Stack with AWS-CDKHow to deploy an auto-scaling group stack that scales according to the size of a SQS queue with the help of AWS-CDK11 min read·May 6, 2020----
Guillaume AndrozinThe StartupHow to use AWS CodeBuild as a CI for your Python projectIn a previous post, I was presented the trend started somewhere around 2017 aka DevOps. One of the things in this new mantra is the…8 min read·Apr 11, 2020----
Guillaume AndrozCI Python project with GitlabDevOps is the new trend, and developers must embrace or …. well you know.3 min read·Feb 21, 2020----
Guillaume AndrozinTowards Data ScienceDeploy MLflow with docker composeWhen in the process of building and training machine learning models, its very important to keep track of the results of each experiment…6 min read·Jan 10, 2020--4--4