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awesome-apache-airflow

Curated list of resources about Apache Airflow

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credit_risk_analysis

Build and evaluate several machine learning algorithms to predict credit risk.

data-pipelines-with-apache-airflow

Code for Data Pipelines with Apache Airflow

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

fuel-consumption-end-to-end-ml

End to End Machine Learning Project on Fuel Consumption Prediction of 70s and 80s vehicles.

handon-ml

A learning note of Hand-On Machine Learning with Scikit-Learn and TensorFlow

machine-learning-pipelines

From data gathering to model deployment. Complete ML pipeline using Docker, Airflow and Python.

ml-credit_score

Using machine learning to create a credit score to customers

ml-in-production

The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.

ml-pipelines-airflow

Demonstrating and Building ML pipelines in Airflow

python-cp-cheatsheet

Python3 interview prep cheatsheet and examples

python-feature-engineering-cookbook

Python Feature Engineering Cookbook, published by Packt

rnn-from-scratch

A Recurrent Neural Network implemented from scratch (using only numpy) in Python.

toy-ml-pipeline

Toy example of an applied ML pipeline for me to experiment with MLOps tools.

used-car-price-prediction

End to end used car price prediction.

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker