Explore our collection of data engineering patterns and techniques.
A comprehensive pre-ML data manipulation masterclass. Learn details on handling NaNs, encoding categoricals, time-series shifts, and correlation plotting. Includes full interactive notebook.
A 1-hour conceptual masterclass designed to build an intuitive, visual, and practical mental map of ML algorithms. Includes interactive slides and outline.
A comprehensive 45-minute session on modern data architectures — Data Lake, Data Warehouse, Lakehouse, Data Mesh, Microsoft Fabric, and Table Formats — delivered at Flo 2025.