Solution Accelerator Demo — Demand Forecasting

Perform fine-grained forecasting at scale with causal factors. Databricks enables companies to overcome technical limitations with legacy solutions that have limited accuracy, and perform full forecasts on atomic level data within tight service windows.

Databricks is the Data and AI company. As the first and only Lakehouse Platform in the cloud, Databricks unifies all your data, analytics, and AI on a simple, open, and collaborative platform.

Chapters:
0.00 Introduction
0:19 Goals of demand forecasting
1:02 Demand forecasting with Databricks
1:34 Data Overview and Investigation
2:28 Scaling Forecasts with Databricks
3:22 Build a forecast for each store and item combination
3:45 Datasets and code to recreate in your environment
4:18 Outro

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[yakdata]

Thanks for this exceptionally clear, valuable, and enjoyable video. Compelling capabilities to quickly spin up multiple nodes and spin down when complete. I have sometimes spent 60-120 minutes waiting for my client forecasting projects to update. These capabilities are a great reason to consider Databricks.