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