Baptiste Maingret's starred repositories
ansible
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
calibre-web
:books: Web app for browsing, reading and downloading eBooks stored in a Calibre database
datasharing
The Leek group guide to data sharing
machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
Network-segmentation-cheat-sheet
Best practices for segmentation of the corporate network of any company
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
IRM-deprecated
Incident Response Methodologies
DataScienceSpCourseNotes
Compiled Notes for all 9 courses in the Coursera Data Science Specialization
sklearn-classification
Data Science Notebook on a Classification Task, using sklearn and Tensorflow.
ArtofStatistics
Code for 'The Art of Statistics'
ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
Learning-Data-Mining-with-Python
Code repo for Learning Data Mining with Python, published by Packt Publishing
ResponsibleAI
A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.
sas-global-forum-2020
Code and examples that accompany papers and presentations from SAS Global Forum 2020 (Mar 29 - Apr 1 in Washington, DC)