Data Engineering at Scale
Process Terabyte-Scale Data & Deploy Models That Ship. Move beyond the basics.
The Columnar Revolution (Polars & Arrow) - Master Polars for high-performance data manipulation (Lazy API) Advanced Statistical Modeling & Causal Inference - Implement Bayesian inference using PyMC and JAX Data Science in Production (MLOps) - Build reproducible pipelines using DVC and Pachyderm
The Autonomous Data Pipeline.
