How to make your CEO believer in Data Science
summary
A telco builds a revenue-safe product called home internet / mobile network by adding a data-driven sales gate that predicts base-station capacity so agents know whether and how many packages to sell. Prototype moves from idea to business flow in months, uses VAR, Facebook Prophet and later LSTM models and an LSTM autoencoder for anomaly detection, cuts manual troubleshooting, avoids millions of euros of unnecessary spending, and scales into a modular Saara platform rolled out across five countries for planning, operations, exploration and automation.
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chapters (4)
- 0:00Start
- 4:50OVERCOMING THE GAP...VIP MOBILE STORY
- 20:33ANOMALY DETECTION-CELL (LSTM Autoencoder)
- 22:51HOW TO MAKE YOUR CEO BELIEVER IN DATA SCIENCE?
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