PinnedPaulo BarbosaAutonomous Machine Learning Pipeline: Project Design and ExecutionThis article explores in detail a machine learning pipeline that automates the training and deployment of a machine learning modelJan 4Jan 4
Paulo BarbosainITNEXTDeciding the best Singleton Approach in PythonAn article about the best approach of implementing the singleton pattern in terms of readability, reusability, and testability.Jan 2, 2022Jan 2, 2022
Paulo BarbosaMLOPs Project Template: Integrating Github with Databricks, Docker, and SparkBuilding an automated pipeline for ML-oriented apps.Oct 30, 2021Oct 30, 2021
Paulo BarbosaIntegrating Airflow With Databricks — simple use caseSee how to easily integrate Airflow with Databricks in just 2 steps.Oct 16, 2021Oct 16, 2021
Paulo BarbosainTowards Data ScienceBehavioural Code Analysis 101: Leveraging Forensic TechniquesTechnical debt isn’t technical. And static code analysis is not nearly enough to find it truly.Jun 15, 2020Jun 15, 2020