410 posts published
MLOps Part 8: A systems-first guide to model development and optimizing performance with disciplined hyperparameter tuning.
..explained step-by-step with code.
MLOps Part 7: An applied look at distributed data processing with Spark and workflow orchestration and scheduling with Prefect.
100% local.
100% local.
MLOps Part 6: A deep dive into sampling, class imbalance, and data leakage; plus a hands-on Feast feature store demo.
MLOps Part 5: A detailed walkthrough of data engineering for MLOps, covering data sources, format performance trade-offs, and ETL/ELT pipelines.
...explained visually.
MLOps Part 4: A practical walkthrough of W&B-powered reproducibility.
