Sergio Tobal's starred repositories
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
great_expectations
Always know what to expect from your data.
nlp-recipes
Natural Language Processing Best Practices & Examples
knowledge-repo
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
pytorch-template
PyTorch deep learning projects made easy.
deep-learning-roadmap
:satellite: All You Need to Know About Deep Learning - A kick-starter
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
awesome-apache-airflow
Curated list of resources about Apache Airflow
ml-glossary
Machine learning glossary
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
airflow-maintenance-dags
A series of DAGs/Workflows to help maintain the operation of Airflow
Fast-Pandas
Benchmark for different operations in pandas against various dataframe sizes.
Keyboardgym
Prevent and alleviate repetitive strain injuries (RSIs) with this collection of exercise videos and ergonomic gear.
pyspark-cheatsheet
🐍 Quick reference guide to common patterns & functions in PySpark.
hive-jdbc-uber-jar
Hive JDBC "uber" or "standalone" jar based on the latest Apache Hive version
machine-learning-with-python-cookbook-notes
(Part of) Chris Albon's Machine Learning with Python Cookbook in .ipynb form
ML-Model-CI
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
an-embarrassment-of-pandas
🐼 Collection of Pandas tips and tricks