Javier Villarrubia's repositories
mlbookcamp-code
The code from the Machine Learning Bookcamp book
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 ;)
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
approachingalmost
Approaching (Almost) Any Machine Learning Problem
awesome-data-engineering-learning
Awesome list of data engineering learning materials by subject
awesome-mlops
A curated list of references for MLOps
bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
bizancio3
Github homepage
Data-science
Collection of useful data science topics along with code and articles
de-zoomcamp23
personal repository for data engineering zoomcamp (cohort 2023)
emqx
An Open-Source, Cloud-Native, Distributed MQTT Message Broker for IoT.
incubator-superset
Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
ml-study-plan
The Ultimate FREE Machine Learning Study Plan
ml-zoomcamp
Learn ML engineering in 4 months
model-productization_article
This is repo to demonstrate how to convert from Jupyter Notebook to scripts with some engineering practices
numpy-100
100 numpy exercises (with solutions)
prefect-cloud-gcp
Repository template to get started with Prefect Cloud & Google Cloud
pymc-resources
PyMC educational resources
python-devops-course
A repo for a course on Python DevOps
quickstart-aws-industrial-machine-connectivity
AWS Quick Start Team
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
stat_rethinking_2022
Statistical Rethinking course winter 2022
storytelling-with-data
Plots from the book "Storytelling with data" implementation using Python and matplotlib
tldr
📚 Collaborative cheatsheets for console commands
torchgeo
TorchGeo: datasets, transforms, and models for geospatial data
workshops-content
This repo consists of all the code, slides and information about the Kubesimplify workshops