Building Robust Data Pipelines for Machine Learning
Robust data pipelines are the foundation of successful machine learning endeavors. These pipelines automate the movement of data from its beginning through various steps until it's prepared for training and deployment machine learning models. A robust pipeline guarantees information quality, uniformity, and speed. To build a resilient pipeline, it