A classic classification problem. Where the challenge is to minimize a company's maintenance costs.

Short-term volatility prediction framework packaged into the agile Kedro pipelines

Run a Kedro project in Docker Environment

R&D around Data Engineering Tools

Machine Learning : Codalab challenge for protein function prediction

End-to-end pipeline to extract logs from Brawlstars API, using a KMeans model for player classification and cohorts creation, to produce parametrized bounded retention metrics loading them to a Google Cloud Bucket.

Experimental repo applying the Kedro framework to the Kaggle NYC Taxi Trip Duration prediction competition. Focuses on streamlining data pipelines and improving model performance.

Kedro module for creating DGL graph from multimodal data.

[EN] Brazilian biofuel plants / [PT-BR] Usinas de biocombustível brasileiras

Kedro plugin for deploying containerized Kedro application on cloud infrastructures

Predict house prices using Scikit-learn pipelines, MLflow and Kedro

quickly diff kedro history

Conducted analysis and predictions related to turnover on employee data in a company.

Construct a model that predicts the price for each trip to the Moon and the corresponding return flight. Read the tutorial here https://medium.com/@luthfirdty/build-your-first-production-grade-data-science-project-a-tutorial-a596c74fadf8

Kedro project of time-series-forecast of the multivariate weather using TSMixer.

This repository showcases a case study to improve customer service via ML. It includes a guide on setting up an end-to-end ML project using MLOps best practices to ensure scalability and maintainability. The key features include a robust CI/CD/CT pipeline for continuous integration, delivery, and training, and deploying trained model as a REST API.

Integate Amazon AWS SageMaker into the Kedro pipeline.